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  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher">CGEN</journal-id>
      <journal-title-group>
        <journal-title specific-use="original" xml:lang="es">Comunicación y género</journal-title>
      </journal-title-group>
      <issn publication-format="electronic">2605-1982</issn>
      <issn-l>2605-1982</issn-l>
      <publisher>
        <publisher-name>Ediciones Complutense</publisher-name>
        <publisher-loc>España</publisher-loc>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">https://doi.org/10.5209/cgen.99350</article-id>
      <article-categories>
        <subj-group subj-group-type="heading">
          <subject>ARTÍCULOS</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>Incels vs. femcels: dissecting the gendered realities of involuntary celibacy</article-title>
        <trans-title-group xml:lang="es">
          <trans-title>Incels y femcels: explorando las realidades de género en el celibato involuntario</trans-title>
        </trans-title-group>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author" corresp="yes">
          <contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-7180-3906</contrib-id>
          <name>
            <surname>Pasciuto</surname>
            <given-names>Fabrizia</given-names>
          </name>
          <xref ref-type="aff" rid="aff01"/>
          <xref ref-type="corresp" rid="cor1"/>
        </contrib>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-5309-5646</contrib-id>
          <name>
            <surname>Pizzimenti</surname>
            <given-names>Debora</given-names>
          </name>
            <xref ref-type="aff" rid="aff02"/>
            <xref ref-type="corresp" rid="cor2"/>
        </contrib>
        <aff id="aff01">
          <institution content-type="original">University of Messina</institution>
          <country country="IT">Italy</country>
        </aff>
        <aff id="aff02">
          <institution content-type="original">University of Messina</institution>
          <country country="IT">Italy</country>
        </aff>
      </contrib-group>
      <author-notes>
        <corresp id="cor1">Autor@s de correspondencia: Fabrizia Pasciuto: <email>fpasciuto@unime.it</email></corresp>
          <corresp id="cor2">Debora Pizzimenti: <email>Deboramaria.pizzimenti@unime.it</email></corresp>
      </author-notes>
      <pub-date pub-type="epub" publication-format="electronic" iso-8601-date="2025-07-01">
        <day>01</day>
        <month>07</month>
        <year>2025</year>
      </pub-date>
      <volume>8</volume>
      <issue>1</issue>
      <elocation-id>e99350</elocation-id>
      <permissions>
        <copyright-statement>Copyright © 2025, Universidad Complutense de Madrid</copyright-statement>
        <copyright-year>2025</copyright-year>
        <copyright-holder>Universidad Complutense de Madrid</copyright-holder>
        <license license-type="open-access" xlink:href="https://creativecommons.org/licenses/by/4.0/">
          <ali:license_ref>https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
          <license-p>Esta obra está bajo una licencia <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution 4.0 International</ext-link></license-p>
        </license>
      </permissions>
      <abstract>
        <p>The aim of this research is to conduct a comparative analysis between two web subcultures: incels (male involuntary celibates) and femcels (female involuntary celibates), both marked by a radical view of social reality and strong feelings of envy, anger, and resentment toward the opposite sex. Focusing on the /r9k/ (incels) and Crystal.cafe (femcels) imageboards, it examines how derogatory language fosters group identity and homophilic networks, fueling emotional polarization. Through Digital Media Ethnography, we investigate how these dynamics unfold, exploring whether such interactions deepen exclusion and resentment, with potential implications for real-world social relations.</p>
      </abstract>
      <trans-abstract xml:lang="es">
        <p>El objetivo de esta investigación es realizar un análisis comparativo entre dos subculturas web: los incels (célibes involuntarios masculinos) y las femcels (célibes involuntarias femeninas), ambas caracterizadas por una visión radical de la realidad social y fuertes sentimientos de envidia, ira y resentimiento hacia el sexo opuesto. Centrándose en los imageboards /r9k/ (incels) y Crystal.cafe (femcels), se examina cómo el lenguaje despectivo fomenta la identidad de grupo y redes homofílicas, intensificando la polarización emocional. A través de la Etnografía de Medios Digitales, investigamos cómo se desarrollan estas dinámicas, explorando si tales interacciones profundizan la exclusión y el resentimiento, con posibles implicaciones para las relaciones sociales en el mundo real.</p>
      </trans-abstract>
      <kwd-group>
        <kwd>incel</kwd>
        <kwd>femcel</kwd>
        <kwd>netnography</kwd>
        <kwd>hate speech</kwd>
        <kwd>social polarization</kwd>
      </kwd-group>
      <kwd-group xml:lang="es">
        <kwd>incel</kwd>
        <kwd>femcel</kwd>
        <kwd>netnografía</kwd>
        <kwd>discurso de odio</kwd>
        <kwd>polarización</kwd>
      </kwd-group>
      <custom-meta-group>
        <custom-meta>
          <meta-name>Sumario</meta-name>
          <meta-value>: 1. Introduction. 2. Decoding incels and femcels. 2.1 Differences and similarities between incels and femcels. 3. Study design 3.1 Data collection. 3.2 Data analysis and discussion. 4. Conclusion. 5. References.</meta-value>
        </custom-meta>
        <custom-meta>
          <meta-name>Cómo citar</meta-name>
          <meta-value>: Pasciuto, F., Pizzimenti, D. (2025). Incels vs. femcels: dissecting the gendered realities of involuntary celibacy. Comunicación y género, 8(1), e99350.</meta-value>
        </custom-meta>
      </custom-meta-group>
    </article-meta>
  </front>
<body>
<sec id="introduction">
  <title>1. Introduction</title>
  <p>Involuntary celibacy describes the condition of individuals who
  seek a romantic or sexual relationship but are unable to form one
  despite their efforts (Donnelly et al. 2001). This experience can lead
  to frustration, sadness, and social isolation, with negative effects
  on self-esteem and psychological well-being (Sparks et al. 2022;
  Kumari et al. 2024). The reasons behind involuntary celibacy vary and
  may include shyness, low self-confidence, difficulties in social
  interactions, or past trauma and some individuals also struggle to
  find compatible partners or navigate</p>
  <p>romantic relationships. Specifically, involuntary celibacy can
  affect both men and women, yet societal stereotypes often spotlight
  the male experience. It is essential to acknowledge that both genders
  can encounter challenges in forming romantic or sexual connections.
  Stereotypes may change our understanding, portraying involuntary
  celibacy as an exclusively male issue, claiming that women can find
  sexual partners wherever and whenever they want (Kay 2022).</p>
  <p>However, research shows that women may confront similar barriers,
  although influenced by distinct societal pressures or cultural norms
  shaping how their situation is perceived (Penna 2024). Although both
  the incel and femcel communities share a common bond in experiencing
  involuntary celibacy — a circumstance beyond their immediate control —
  it is crucial to recognize that they are distinct entities. While they
  may be united by this shared experience, they cannot be conflated,
  overlapped, or deemed identical.</p>
  <p>The aim of this research is to examine differences and similarities
  between the incelosphere and the femcelosphere through Digital Media
  Ethnography. Using non-participant observation, we analyze comments
  from two imageboards - /r9k/ (incels) and Crystalcafe (femcels) - to
  explore language use and gender dynamics. This approach highlights
  both shared traits and divergences in their online interactions,
  offering insight into the digital spaces they inhabit and the
  socio-cultural forces shaping their identities.</p>
</sec>
<sec id="decoding-incels-and-femcels">
  <title>2. Decoding incels and femcels</title>
  <p>The most renowned and extensively researched male masculinist
  subgroup of individuals experiencing involuntary celibacy within the
  manosphere in academic literature is undoubtedly the incels. The term
  “incel” itself reflects their situation, stemming from the combination
  of “celibates” and “involuntary”. What characterizes the incel
  movement is a sense of victimization coming from identifying
  themselves as celibate against their will. These individuals attribute
  their loneliness and lack of romantic or sexual relationships to
  women, describing themselves as ugly, of low socio-economic status and
  “beta” (Ging 2019) and thus less desirable to their female
  counterparts. Within these radical groups, there is a prevalent notion
  of a crisis of masculinity, attributed to women’s empowerment and
  their perceived dominance in Western society (Kelly et al. 2015;
  Woerner et al. 2018; Ciccone 2020).</p>
  <p>The incel phenomenon, formally considered part of the broader
  Manosphere movement, refers to a movement initiated by men and geared
  towards other men, characterized by a variety of interconnected
  subcultures (Lilly 2016; Ribeiro et al. 2021). Although these
  movements serve different purposes, they are interlinked and driven by
  anti-feminist, misogynistic, and often violent sentiments (Ging 2019;
  Vingelli 2019; Pizzimenti &amp; Pasciuto 2022). Rooted in a hegemonic
  notion of masculinity, these groups have gradually expanded and
  diversified over time, giving rise to various groups such as the Pick
  Up Artists (PUA), the Men’s Rights Activists (MRA), the Men Going
  Their Own Way (MGTOW), and the incels.</p>
  <p>Among the most prominent concepts in the incel community,
  particularly relevant is the Red Pill theory, which originated on
  Reddit in 2012 (Farci &amp; Righetti 2019; Cannito et al. 2021; Van
  Valkenburgh 2021; Vallerga &amp; Zurbriggen 2022) and was inspired by
  the movie “The Matrix”. Followers of this theory tend to divide
  society into two spheres: those who have taken the red pill who are
  awakened to the idea that society promotes a significant falsehood,
  where women hold the greatest privileges in a covert manner; and those
  under the blue pill effect who</p>
  <p>remain unaware of living in a world dominated by female sexual
  power.</p>
  <p>A related yet distinct phenomenon is the emergence of online
  communities that position themselves in explicit opposition to the
  Manosphere while self-identifying as “feminist”. These communities
  center on “women’s interests”, critique misogyny and sexism, and often
  espouse explicitly misandrist views, frequently invoking claims of
  female supremacy. We refer to this diverse digital ecosystem as the
  femosphere – a constellation of women’s online communities that have
  proliferated since 2018, primarily on Reddit, in a defensive response
  to the manosphere (Kay 2024). Therefore, we conceptualize the
  femosphere as a gender-inverted or mirrored counterpart to the
  manosphere. Some scholars have described these communities as
  “analogs” of their manosphere counterparts (Balci et al. 2023),
  encompassing groups such as femcels (Kay 2021; Kay &amp; Johanssen
  2024; Pizzimenti &amp; Penna 2024), female dating strategists, Women
  Going Their Own Way (WGTOW), and “gender-critical” feminists. Among
  these groups, <italic>femcels</italic> are less widely recognized
  compared to their male counterparts. The term originates from the
  combination of “female” and “involuntary celibate” and refers to women
  who experience profound and persistent sexual frustration, often
  accompanied by intense emotional isolation. Similar to incels, femcel
  also exhibit a significant fixation on physical appearance, viewing
  their perceived lack of attractiveness as the primary source of their
  discontent, as they believe men are solely drawn to women’s physical
  beauty. Within this female domain, there is a rich selection of
  subcultures and subgroups, each often differing significantly from the
  others. Among femcel ideologies, for instance, we encounter the
  Pinkpilled women who draw inspiration from the Radfem movement,
  advocating for the Women Going Their Own Way initiative and focuses on
  women’s education and empowerment. The Pink Pill movement emerges
  predominantly in online spaces, aiming to provide women with a nuanced
  understanding of relationship dynamics and male behaviour (Evans &amp;
  Lankford 2023; Balci et al. 2023; Pizzimenti &amp; Penna 2024). It
  challenges established gender stereotypes by urging women to assert
  their rights, desires, and needs within romantic relationships and
  society. It supports women in living their romantic and social
  relationships with awareness, advocating for assertiveness in pursuing
  their desires while rejecting harmful norms or discriminatory
  behaviourdifferentiating between toxic individuals and those capable
  of fostering healthy relationships. Conversely, like incels, some
  women identify themselves as Redpilled, embracing beliefs that
  emphasise traditional gender roles, male authority, and skepticism
  towards certain aspects of feminism. They may argue that contemporary
  feminism has led to the erosion of traditional values and the
  breakdown of the family unit, and they may advocate for a return to
  more traditional gender roles and values. Yet, there are also groups
  sharing strategies to gain male approval and attention. Thus, within
  the femcelosphere, various expressions coexist, reflecting different
  interpretations of femininity and manifestations of intersecting
  patterns of social exclusion.Despite gender-specific challenges, both
  incels and femcels find relief in online communities, where they seek
  validation, support, and understanding among their shared experiences
  of loneliness and frustration. Through an examination of their
  differences and similarities, we reward valuable insights into the
  complex interplay of gender, society, and relationships in the digital
  age.</p>
  <sec id="differences-and-similarities-between-incels-and-femcels">
    <title>2.1. Differences and similarities between incels and
    femcels</title>
    <p>Incels and femcels communities have become prominent features of
    the digital landscape, representing a complex intersection of social
    dynamics, identity, and ideology. These groups often blend in online
    forums and imageboards, providing a space for individuals who feel
    marginalized or ostracized in the realm of romantic and sexual
    relationships. Within these digital communities, members often find
    solace in shared experiences, forming bonds through mutual
    understanding and empathy. However, this camaraderie can quickly
    give way to more toxic elements, as discussions veer into blaming
    external factors or even advocating for harmful ideologies. The use
    of hate speech is one of the main characteristics associated with
    the incel community (Pelzer et al. 2021; Pizzimenti &amp; Pasciuto
    2022; Gajo et al. 2023), however, incitement to hatred and the use
    of violent language belongs not only to incels but also to the
    femcel community. In their large-scale quantitative study of what
    they call “Online Women’s Ideological Spaces” on Reddit, Balci et
    al. (2023) identify femcels as a “toxic community”, ategorizing
    femcels as a “manosphere analog”, because they correspond to the
    incel community (i.e. <italic>Female Dating Strategy</italic> has
    been understood as women’s equivalent of male pick-up artistry).
    Balci et al. identify the following subreddits as “femcel” groups:
    r/ Trufemcels; r/AskTrufemcels; r/Vindicta; r/Pinkpill- Feminism,
    and r/TheGlowUp. These femcel groups saw significant user activity
    until most of them were banned in 2020 and 2021 by Reddit for
    promoting hate – presumably due to transphobia, misandry and racism
    (Johanssen &amp; Kay, 2024). Through their study of the r/Vindicta
    subreddit, Pizzimenti &amp; Penna 2024 identified the use of a
    common vocabulary that promotes the adoption of anti-feminist
    language, along with lookist expressions and attitudes
    characteristic of the incel movement. In another study, Cava &amp;
    Pizzimenti 2024 associated the Crystalcafe platform with hate speech
    and misandrist ideologies, highlighting how a sense of community
    emerges from the sharing of a system of shared sentiments,
    characterized by narratives centered on anger, misandry, loneliness,
    and sadness.</p>
    <p>In both incel and femcel, expressions of hostility often target
    the opposite gender. Within the incel community, this can include
    derogatory terms, objectification, sexualization and dehumanization
    of women, as well as explicit expressions of violence like rape and
    murders or harm towards them. Similarly, in the femcel community,
    this can take various forms, including derogatory language,
    generalizations about men, and expressions of frustration or anger
    towards perceived societal injustices perpetrated by men.</p>
    <p>Moreover, the anonymity afforded by online platforms can amplify
    extremist views, leading to the proliferation of these forms of
    misogyny, misandry, hate speech and prejudice, enabling individuals
    to freely voice their opinions, contributing to a phenomenon termed
    <italic>online disinhibition</italic>, as outlined by Suler (2004).
    Within digital spaces, this disinhibition can lead to the
    development of a fragmented identity, particularly when individuals
    engage in antisocial behaviour. The perception of anonymity and
    absence of consequences in online environments can intensify such
    conduct, fostering an atmosphere conducive to the dissemination of
    extreme viewpoints and the proliferation of confrontational and
    offensive discourse. Moreover, the echo chamber effect (Garret 2009;
    Sunstein 2017) reinforces existing beliefs and can serve to
    radicalize individuals further. Additionally, these online
    communities establish precise rules of behaviour to maintain order
    and coherence. In the forums and imageboards they attend, members
    create and adhere to guidelines that discipline their interactions,
    serving as a code of conduct, delineating what is acceptable and
    what is not. Violating these rules often results in punitive
    measures such as warnings, temporary suspensions, or outright
    bans.</p>
    <p>Despite the differing experiences based on gender, both incels
    and femcels grapple with similar emotions of loneliness, rejection,
    and alienation. In both communities, another striking similarity
    emerges: a shared sense of victimhood (Lounela &amp; Murphy 2023;
    Zimmerman 2024) that becomes a unifying narrative. Members of these
    groups share stories of personal struggles, experiences of
    rejection, and a pervasive sense of alienation from mainstream
    society. This victimhood often fosters a sense of solidarity within
    each community, providing a space where individuals can find
    validation for their experiences and a sense of belonging among
    peers who understand their pain. This narrative can perpetuate a
    cycle of resentment and hostility, further entrenching members in
    their beliefs. In this complex landscape, another thread that stands
    out prominently is even the identification of a common enemy. While
    on the surface, these groups may appear to be at odds due to their
    differing gender compositions and narratives, a deeper examination
    reveals a shared antagonist that transcends traditional gender
    boundaries. For incels, the perceived enemy often manifests in the
    form of women. Similarly, femcels direct their hate towards men.</p>
    <p>However, beyond these gender-specific features, both incels and
    femcels identify a broader, systemic enemy that expresses itself
    through homophobia, transphobia, racism and ableism (Held 2023;
    Gheorghe 2024).</p>
    <p>Moreover, within the lexicon of these communities, there are
    additional terms denoting perceived common enemy. For incels, one
    such target is the <italic>Simp</italic> (Sucker/Sucka Idolizing
    Mediocre Pussy), a term used to describe men who are seen as overly
    submissive or willing to do anything to gain the affection or
    attention of women. On the other hand, femcels often identify
    <italic>Pick-me Girls</italic> as a source of frustration Pizzimenti
    &amp; Penna 2024, indication of women who seek validation or
    approval from men by denigrating other women, adhering strictly to
    traditional gender roles, or downplaying their own accomplishments and
    interests. These terms, along with others like <italic>Chad</italic>
    and <italic>Stacy</italic> constitute a shared vocabulary that
    facilitates communication within the communities (Cannito et al.
    2021; Menzie 2022). In this lexicon, <italic>Chad</italic> typically
    refers to men who are perceived as conventionally attractive,
    confident, and successful, often contrasting with the perceived
    inadequacies of incels. Similarly, <italic>Stacy</italic> is used to
    describe women who embody societal ideals of beauty and
    desirability, often seen as out of reach for incels and serving as
    objects of envy or resentment. Through the use of this vocabulary,
    members of the incel and femcel communities are able to articulate
    their frustrations and shared experiences, forging connections and
    finding validation within their respective online subcultures.
    Despite their shared traits, these two communities diverge in
    fundamental ways. Kay (2022) highlights a key contrast between incel
    and femcel communities: while incels are frequently associated with
    elements of white supremacism, authoritarian populism, and
    anti-feminism, femcels lack such political recognition. This
    perspective assumes that incels emerge as a political consequence of
    societal changes, wherein perceived loss of power fuels the toxicity
    within their community – a phenomenon acknowledged if not condoned.
    The femcel are outside of this mechanism and are subject to a double
    form of abjection: “cast out from mainstream beauty standards and
    romance cultures but simultaneously denied the possibility of
    building an identity based on their experiences of exclusion and
    loneliness” (Kay 2022: 31). Moreover, the analysis of language
    employed by the incel and femcel groups provides a compelling lens
    through which to examine the perception and portrayal of the
    opposite gender. Both communities show manifest disdain through
    language saturated with violence, misogyny, misandry, and a desire
    to eliminate the opposing gender. However, a notable divergence
    surfaces in how members of these groups characterize individuals of
    the opposite gender. Incel discourse tends to objectify and
    sexualize women, relegating them to mere objects of sexual
    gratification and disregarding their multifaceted identities and
    societal roles, reducing women to mere tools for sexual satisfaction
    while disregarding their inherent humanity and dignity. Conversely,
    femcels adopt a distinct approach in their discourse. Rather than
    sexual objectification, they critique men’s behaviour, attributing
    to them violence, animosity towards women, and culpability for the
    injustices inflicted on women and children. This form of language
    scrutinizes men’s actions over their sexuality, underscoring
    femcels’ concerns regarding gender dynamics and patriarchal
    violence. In incel culture, these misogynistic acts are further
    exemplified by the practice of taking photographs of girls,
    including strangers, and posting them on specialized forums for
    users to vote on, reflecting the objectifying and sexualized mindset
    prevalent within the movement. Moreover, certain militants within
    the incel sphere have perpetrated terrorist massacres, including the
    2014 murder of six civilians on a California campus and the running
    over 11 pedestrians in Canada (Hoffman et al. 2020). Notably, such
    violence has yet to be associated with the femcel community, as they
    have not committed any terrorist or criminal acts.</p>
  </sec>
</sec>
<sec id="study-desing">
  <title>3. Study desing</title>
  <p>This research is based on Digital Media Ethnography (Sumiala &amp;
  Tikka, 2020), a qualitative methodology designed to examine online
  spaces as dynamic and socially constructed environments. Unlike
  traditional ethnographic methods, which rely on direct engagement with
  community members, digital ethnography is particularly suited for
  studying online subcultures and ideological movements that exist
  exclusively in digital environments. Digital ethnography was developed
  to examine the dynamics of online spaces, focusing on how the
  architecture of digital environments shapes user behavior,
  interactions, and cultural processes. This methodological approach
  goes beyond merely analyzing the content of online interactions; it
  also considers how these interactions are structured. This study
  focuses on two imageboards, /r9k/ and Crystalcafe, analyzing textual
  comments and identifying keywords related to hate speech to understand
  how such discourses emerge and develop within these online
  communities. Imageboards are anonymous digital platforms where users
  exchange content and engage in discussion without the constraints of
  fixed identities. Their structure encourages unfiltered expression,
  making them fertile ground for the development of radicalized
  discourses. Among various imageboards, /r9k/ and Crystalcafe were
  selected due to their centrality within incel and femcel communities.
  In contrast, Crystalcafe, designed as a female-oriented alternative to
  4chan, has become a primary discussion space for women who identify
  with the femcel subculture (Pizzimenti &amp; Penna 2024). While the
  rhetoric on Crystalcafe tends to be less overtly violent than that
  found on / r9k/, it nonetheless reflects a polarized view of gender
  relations. The analysis of these two imageboards provides a valuable
  opportunity to explore how language and digital interactions
  contribute to the formation and radicalization of groups unified by a
  shared perception of social and sexual exclusion. The absence of
  regulation and the anonymity embedded in these platforms foster a
  sense of belonging, intensifying frustration and resentment that
  manifest in hate speech dynamics and the construction of the “other”
  as an enemy. The research adopted a non-participant observational
  approach (“lurking”) to collect data without community interference.
  While ethical debates around invisibility persist (Boyd &amp;
  Crawford, 2012), this strategy allowed for the unobtrusive capture of
  discourse in its natural form (Delli Paoli &amp; Masullo, 2022). To
  further ensure participant anonymity, direct quotations have been
  anonymized, and any personally identifiable information has been
  removed. For ethical reasons, data were not reported exactly as they
  appear on the platform, and although all data collected were publicly
  available, only ummarized excerpts were included to prevent
  identification.</p>
  <p>A better understanding of the analysed phenomenon can benefit from
  an overview of the platforms, including their historical development,
  community characteristics, and ideological frameworks, crucial for
  interpreting the linguistic patterns and hate speech dynamics analyzed
  in this study./r9k/ emerged as a male-dominated space on 4chan and has
  since evolved into a hub for incel ideology. Crystalcafe, by contrast,
  was created as a female-oriented alternative to similar anonymous
  forums, becoming a key site for femcel discourse. On the site, participants can engage in
  discussions on a wide range of topics, divided into thematic
  categories. Despite the absence of precise data on the exact number of
  active users, the platform appears relatively popular among women
  seeking exclusively female spaces, with a significant level of
  interactions and numerous discussions ongoing every day. Given the
  anonymous nature of the site, it is difficult to determine the exact
  number of active users at any given time; however, the community
  appears to be dynamic and engaged. Similar to other online
  communities, Crystalcafe uses a verbal and visual language enriched
  with memes, subcultural terms, and references to the wider web
  culture. Crystalcafe can be considered a reference point for women
  adhering to the principles of the Pink Pill movement and seeking
  support and an online community.</p>
  <sec id="data-collection">
    <title>3.1. Data collection</title>
    <p>The research was conducted between April and May 2023, during
    which data collection and analysis took place. As a first step, the
    researchers personally read and examined all the comments included
    in the analysis to ensure a comprehensive understanding of the
    discourse and its nuances. This preliminary phase allowed for an
    initial familiarization with recurring themes, linguistic patterns,
    and the overall tone of interactions within the selected
    imageboards. Subsequently, the comments and keywords were manually
    selected and categorized with the assistance of the Nvivo software
    for digital material storage (Coppola, 2011), while the
    understanding and interpretation of the texts are guided by the
    expertise of the researchers themselves. The selection of comments
    and thread messages under study followed a targeted approach
    (Patton, 1990; Delli Paoli, Masullo, 2022). Specifically, comments
    that inspired interest within the online community, i.e., those that
    received a high number of comments and interactions, were identified
    and preserved. For the present analysis, we collected a sample of
    2,043 comments and conducted a qualitative content analysis. The
    analyzed sample derives from a non-probabilistic sampling procedure
    aimed at ensuring “typological” rather than statistical
    representativeness. In other words, the intent is to provide a
    description of a reality present on digital platforms, without
    guaranteeing correspondence between the selected sample and the
    entire population of Crystalcafe and /r9k/ users. Given that
    premise, despite the qualitative nature of this study, we considered
    it useful to include graphical elements as a complementary tool to
    enhance the systematic organization and interpretation of data.
    Digital Media Ethnography requires structuring large volumes of
    textual content to identify patterns and trends within online
    discourse. By categorizing comments into different categories and
    subcategories, the use of percentages allows for a clearer
    representation of how these features characterize incel and femcel
    communities. These quantitative elements provide a structured
    overview that facilitates the comparison of recurring patterns,
    making qualitative interpretations more transparent and grounded in
    empirical data. During the analysis process, we applied a deductive
    coding methodology to systematically categorize the contributions
    under study into various subcategories and aggregate them into three
    main macro-categories. First, we identified “explicit hate speech” as
    a category characterized by direct expressions of hatred and
    contempt. This includes personal insults, targeting specific
    individuals, general insults, aimed at collectives, and concrete
    threats of physical, psychological, or other forms of violence. The
    classification follows established conceptual paradigms, defining
    insults as expressions that attack individuals or groups based on
    their characteristics and are insulting, derogatory, or degrading
    (Erjavec &amp; Kovačič, 2012; Rieger et al., 2021). Additionally, we
    analyzed the context of personal insults and identified the subjects
    targeted by general insults.</p>
    <p>The second macro-category, labelled “implicit hate speech”,
    involved various subcategories, including “negative stereotyping”,
    “disinformation/ conspiracy theories”, “ingroup elevation”, and
    “inhuman ideology”. This classification regards those comments that
    manifested less explicit but still evident forms of hatred, such as
    negative stereotypes, the spread of misinformation, excessive
    idealization of some groups over others, and ideologies that
    ehumanizing and ehumanizi people. This phenomenon exhibits
    significant conceptual overlap with the notion of “fear speech”,
    previously delineated by Buyse (2014), characterized by the
    strategic intent to instil existential fears towards specific social
    groups, emphasizing alleged threats or ambitions for future
    dominance (Saha, Mathew, Garimella, &amp; Mukherjee, 2021; Rieger et
    al., 2021). It is important to emphasize that incitement to implicit
    hate displays in various forms within the intentional dissemination
    of false news, involving the conscious dissemination of false
    statements or conspiracy theories regarding specific social groups,
    with the explicit aim of marginalizing them (Hajok &amp; Selg, 2018;
    Rieger et al., 2021) promoting negative prejudices. A concrete
    example is the term “roastie,” used by /r9k/ militants to refer to
    women, may not seem offensive in Itself, but within its context, it
    conveys dehumanization, contempt, and hatred. A similar example can
    be found in the terms “XY”, “scrote”, and “comer” used by the femcel
    group on Crystalcafe. Although seemingly innocuous, such terms in
    the context in which they are employed clearly denote a ehumanizing
    and denigratory perception towards men, manifesting a sense of
    contempt and hostility. The third macro category, labelled “category
    spam”, contains comments that could not be assigned to the hate
    categories outlined above and were therefore of little use for the
    analysis.</p>
  </sec>
  <sec id="data-analysis-and-discussion">
    <title>3.2. Data analysis and discussion</title>
    <p>The prevalence of gendered hate speech in online communities such
    as /r9k/ and Crystalcafe must be understood within the broader
    socio-political landscape of digital misogyny, online extremism, and
    gender-based radicalization. Scholars have extensively documented
    how digital subcultures shape, normalize, and amplify gendered
    grievances, reinforcing exclusionary narratives that position men
    and women as adversaries. These platforms do not merely reflect
    existing societal biases; they actively participate in shaping and
    legitimizing them, providing ideological validation for
    misogynistic, misandrist, and extremist worldviews. The use of both
    explicit andimplicit hate speech in these spaces is consistent with
    broader reactionary movements that challenge feminist advancements
    and seek to reinstate patriarchal hegemony (Leidig, 2023). Within
    this framework, the analysis of discourse in /r9k/ and Crystalcafe
    provides insight into the ways in which gendered alienation, social
    resentment, and ideological polarization manifest in contemporary
    digital environments. The results of the analysis highlight
    significant differences and similarities between the /r9k/ group and
    the femcel community of Crystalcafe. <xref ref-type="fig" rid="F1">Graph 1</xref> and <xref ref-type="fig" rid="F2">2</xref> show the
    percentage distribution of comments across the identified
    macro-categories: implicit hate speech, explicit hate speech, and
    category spam (irrelevant comments).</p>
    <fig id="F1">
      <label>Graph 1 – </label>
      <caption>
        <title>Classification of comments into macro-categories for the r9k community</title>
        <p>Own elaboration</p>
      </caption>
      <graphic mimetype="image" mime-subtype="jpg" xlink:href="media/image1.jpg">
        <alt-text>/</alt-text>
      </graphic>
    </fig>
    <fig id="F2">
      <label>Graph 2 – </label>
      <caption>
        <title>Classification of comments into macro-categories for the Crystalcafe community</title>
        <p>Own elaboration</p>
      </caption>
      <graphic mimetype="image" mime-subtype="jpg" xlink:href="media/image2.jpg">
        <alt-text>/</alt-text>
      </graphic>
    </fig>    
    <p>In the case of /r9k/, the majority of analyzed comments contained
    forms of implicit hate speech, with 35% of comments characterized by
    explicit hate and only 7% considered irrelevant. Conversely, in the
    analysis of comments on Crystalcafe, over half of the comments
    exhibited forms of implicit hate speech, while about a third
    contained explicit hate. Concerning the total comments, 18% on
    Crystalcafe were classified as irrelevant. <xref ref-type="fig" rid="F3">Graph 3</xref> and <xref ref-type="fig" rid="F4">4</xref> show the
    percentage distribution of comments across the identified
    subcategories.</p>
    <fig id="F3">
      <label>Graph 3 – </label>
      <caption>
        <title>Trend of comments characterized by implicit and explicit hate speech in the r/9k community</title>
        <p>Own elaboration</p>
      </caption>
      <graphic mimetype="image" mime-subtype="jpg" xlink:href="media/image3.jpg">
        <alt-text>/</alt-text>
      </graphic>
    </fig>
    <fig id="F4">
      <label>Graph 4 – </label>
      <caption>
        <title>Trend of comments characterized by implicit and explicit hate speech in the r/9k community</title>
        <p>Own elaboration</p>
      </caption>
      <graphic mimetype="image" mime-subtype="jpg" xlink:href="media/image4.jpg">
        <alt-text>/</alt-text>
      </graphic>
    </fig>
    <p>Both communities display strong in-group dynamics and ideological
    closure, often reinforced through scapegoating and the use of
    dehumanizing language. Terms such as “roastie” and “scrote” serve as
    boundary markers, reinforcing collective identity while portraying
    the opposite gender as a hostile outgroup. These rhetorical patterns
    reflect broader discursive mechanisms of polarization, resentment,
    and exclusion that define the incel and femcel imaginaries. Among
    the terms most representative of each group are those that
    contribute to the ecentralized and blaming of the other. In the
    context of /r9k/, this dynamic is manifested through the use of the
    term “roastie” to denigrate women, while for Crystalcafe’s femcels,
    the term “scrote” is employed to disdain men. These results
    underscore the widespread dissemination of discriminatory and
    offensive language within both groups, reflecting predominant
    negative perceptions and ideologies within their respective online
    communities.</p>
    <disp-quote> 
    <p><italic>User form Cristalcafe:</italic> We should chain men like
    that together in basements and set them on fire. Fuck trials, fuck prison, and first we should gouge out
    all their eyes</p>
    <p><italic>User from /r9k/:</italic> It’s time to attack women in
    public. Every time you see a woman dressed like that, attack her.
    Throw shit at her, call her a whore, insult her, hit her on the head
    and run away. I always carry a bottle of water with me and every
    time I see a woman like that, I throw my water on her head and run
    away.</p>
    </disp-quote>
    <p>The violent and misogynistic language highlighted in the analysed
    comments is indicative of deep rooted anger and frustration within
    the incel and femcel communities. These comments suggest a desire
    for violence and revenge against the opposite sex, accompanied by a
    sense of social and sexual ecentralizedn. The frequent use of
    insults, threats, and incitements to violence reflects a distorted
    and dangerous mentality, which can have serious consequences for the
    safety and well-being of those involved. It is important to note
    that these comments not only reflect individual outrage but also
    broader dynamics of hatred and discrimination, including
    transphobia, homophobia, ableism, and racism. These manifestations
    of intolerance and hate contribute to the creation of a toxic and
    harmful environment within online communities, further fuelling the
    cycle of violence and discrimination. Furthermore, it is significant
    to observe that, despite sharing similar experiences and views on
    social reality, members of these communities tend to maintain strong
    individualism and fail to form a cohesive group. This could be
    attributed to the anonymous and ecentralized nature of online
    platforms, which fosters isolation and self-pity rather than
    solidarity and mutual support. Ultimately, the analysis of these
    comments underscores the importance of proactively addressing hate
    speech and online hate dynamics. The findings of this study
    underscore the significant role of online platforms in shaping
    gendered discourse and reinforcing structural inequalities through
    digital interaction. The rhetorical and ideological dynamics
    observed in /r9k/ and Crystalcafe illustrate how hate speech,
    gender-based grievances, and exclusionary narratives are cultivated
    and sustained within selfreinforcing online environments. Prior
    research has demonstrated that online misogyny is not merely an
    expression of individual hostility but a systemic phenomenon deeply
    embedded in contemporary socio- political structures (Banet-Weiser,
    2018). Similarly, misandrist rhetoric, while lacking the same
    institutionalized power as misogyny, operates within an oppositional
    framework that reacts against patriarchal norms.</p>
    <p>These dynamics align with the concept of <italic>e-bile</italic>
    (Jane, 2012), which captures the extreme forms of digital hostility,
    often targeting women through hyperbolic insults, threats, and
    sexually violent language. The unfiltered and often anonymous nature
    of platforms like /r9k/ and Crystalcafe facilitates the
    proliferation of e-bile, normalizing aggressive and dehumanizing
    discourse under the guise of free expression. The intensity and
    persistence of such discourse illustrate how digital spaces not only
    reflect but actively amplify societal anxieties and gendered
    resentments. Moreover, these platforms exemplify the characteristics
    of <italic>toxic technocultures</italic> (Massanari, 2015),</p>
    <p>where the structural affordances of digital environments — such
    as weak moderation policies, algorithmic amplification, and
    community self-regulation — enable and sustain cultures of gendered
    hostility. The normalization of gendered hate speech within /r9k/
    and Crystalcafe reflects a broader backlash against gender equality,
    aligning with the rise of reactionary movements that exploit
    narratives of victimhood and resentment (Chouliaraki, 2024). These
    findings emphasize the necessity of intersectional analyses to
    examine how digital spaces function as sites of ideological
    socialization and political mobilization (Ging, 2019).</p>
    <p>The extent to which these online discourses translate into
    offline behaviors — ranging from heightened polarization to
    real-world acts of gender-based violence — remains a critical area
    for future research. Addressing these dynamics requires not only
    policy interventions and content moderation strategies but also a
    broader societal effort to challenge the ideological conditions that
    fuel gender-based online extremism.</p>
  </sec>
</sec>
<sec id="conclusion">
  <title>4. Conclusion</title>
  <p>The analysis of online communities such as r9k and Crystalcafe
  provides a valuable opportunity to understand the complex dynamics and
  social implications of the incel and femcel phenomena. Despite
  significant differences in the manifestations of violence and hate
  speech expression, both groups demonstrate profound misogyny and
  misandry, as well as a tendency towards echo chamber closure.
  Similarities between the two phenomena include the widespread use of
  discriminatory and offensive language, the construction of a strong
  collective identity, and the quest for support and connection among
  individuals marginalized by traditional social scenarios. The context
  of online communities such as /r9k/ and Crystalcafe necessitates a
  detailed analysis of their dynamics and consequences to understand how
  individuals feeling isolated offline find support and connection with
  others facing similar issues and concerns within these virtual
  communities. The prevalence of hate speech, both implicit and
  explicit, within both groups underscores the persistence of
  discriminatory and offensive attitudes within virtual communities.
  This phenomenon not only reflects predominant negative perceptions and
  ideologies in these online environments but may also contribute to
  perpetuating and reinforcing such attitudes in the offline world
  (Noble, 2018). Gender dynamics within online communities can be
  complex and reflect and amplify inequalities and biases present in
  broader society (Kay, 2022). Hate speech, or speech that promotes
  hatred or violence against a particular group, is an extreme
  manifestation of these dynamics as it reflects and reinforces
  misogynistic and misandrist ideologies present in society.</p>
  <p>Online hate speech can have multiple negative consequences.
  Firstly, it can contribute to creating a toxic and hostile climate
  within virtual communities, making it difficult for individuals to
  express themselves freely and feel safe and respected within such
  spaces (Benesch, 2013). Secondly, it can fuel a cycle of
  discrimination and gender-based violence, tigmatizat and tigmatizati
  discriminatory and offensive behaviours. The presence of a strong
  collective identity and a tendency towards echo chamber closure
  indicates the formation of isolated and self-referential groups, where
  ideas and opinions are amplified and reinforced with- out adequate
  engagement with differing viewpoints. This phenomenon can lead to
  radicalization and tigmatizati of opinions, limiting the possibility
  of dialogue and mutual understanding (Sunstein, 2017; Pariser, 2011;
  Zuckerman, 2014😉. The “construction of the enemy” is a phenomenon
  often contextual to social categorization, which can reinforce
  individuals’ belonging to a group by highlighting the negative aspects
  of other</p>
  <p>groups (Galimberti, 2013). These cognitive processes allow
  individuals to simplify the complexity of the world but can also fuel
  stereotypes, tigmatization, and rejection of others. The presence of
  gendered hate speech and symbolic violence within anonymous
  communities such as /r9k/ and Crystalcafe underscores the need for
  continued scholarly attention to the dynamics of radicalization,
  digital resentment, and gendered online extremism. Future research
  should investigate how these narratives circulate beyond their origin
  platforms and influence wider socio-political imaginaries</p>
</sec>
</body>
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            <name><surname>Crawford</surname><given-names>K</given-names></name>
        </person-group>
        <year>2012</year>
        <article-title>Critical Questions for Big Data: Provocations for a Cultural, Technological, and Scholarly Phenomenon</article-title>
        <source>Information, Communication &amp; Society</source>
        <volume>15</volume>
        <issue>5</issue>
        <fpage>662</fpage>
        <lpage>679</lpage>
        <pub-id pub-id-type="doi" xlink:href="https://doi.org/10.1080/1369118X.2012.678878">10.1080/1369118X.2012.678878</pub-id>
    </element-citation>
</ref>
</ref-list>
  <sec sec-type="author-contributions1">
    <title><bold>Financiación:</bold></title>
    <p>Esta investigación no recibió inanciación externa.</p>
  </sec>
  <sec sec-type="author-contributions2">
    <title><bold>Declaración de conflicto de intereses:</bold></title>
    <p>Este artículo es parte del proyecto doctoral de Shuo Peng, quien desempeñó un papel principal en el análisis de datos y la redacción del texto. Carme Bach, en calidad de directora del proyecto, proporcionó orientación teórica y metodológica, además de ofrecer retroalimentación en las diversas revisiones del artículo. Ambos autores contribuyeron al artículo y respaldan la versión definitiva.</p>
  </sec>
</back>
</article>
