Social media platforms, particularly Twitter (rebranded as X), have become fertile ground for observing how individuals manage accusations of offence in real-time conversations. The study specifically examined a contentious exchange originating from a seemingly innocuous joke told by a woman which rapidly escalated into a bitter debate. One male participant, repeatedly labeled as “offended” by others, consistently resisted this characterization despite displaying frustration and moral judgment in his replies. This dissonance between self-presentation and linguistic indicators of offence underscores the study’s core thesis: offence is a negotiated social performance rather than a straightforward emotional reaction.

The research highlights the absence of traditional communicative signals such as facial expression or vocal tone as a critical factor that complicates online interactions. Participants rely solely on verbal content and contextual clues to infer emotional states, leading to strategic management of how offence is displayed or denied. Individuals may deny being offended while simultaneously condemning comments as morally reprehensible or toxic, thereby mixing implicit emotional responses with attempts to uphold an image of rationality. This interplay reveals a distinctive online communicative style heavily reliant on linguistic ambiguity.

High-profile examples further illustrate these findings. Professional boxer and YouTube figure Jake Paul’s critiques of Bad Bunny’s Super Bowl halftime performance sparked backlash that Paul attempted to reframe as objective clarifications rather than emotional reactions. Similarly, discussions surrounding Billie Eilish’s remarks at the Grammys led participants to explicitly state “I’m not offended,” signaling a conscious effort to disassociate from perceived emotional vulnerability while remaining deeply engaged in the dialogue. Such examples typify the socially strategic denial of offence identified by UEA researchers.

Dr. Chi‑Hé Elder, a lead investigator from UEA’s School of Media, Language and Communication Studies, emphasizes that denial of offence is a complex communicative strategy, shaped both by individual desires for moral stature and broader social expectations. Claiming offence carries potentially negative connotations in online debates, such as portraying the claimant as overly emotional or undermining their argumentative credibility. Denying offence thus becomes a tactical measure to maintain an appearance of calm rationality while simultaneously signaling moral disapproval or upset via subtextual language.

The study further elucidates offence’s dual function—not only as an emotional response but as a potent social signal. Expressing or rejecting offence can communicate disapproval, establish moral boundaries, or negotiate personal and group identities within digital communities. Everyday phrases like “being offended” therefore encapsulate a dual ambiguity: they can reference genuine emotional upheaval or a calculated performance aimed at shaping others’ perceptions. This ambiguity allows for flexible, context-dependent interpretations that are actively manipulated by participants in online discourse.

Researchers assert that denying offence is not simply an act of suppression but a strategic element of digital conflict management. In an environment where social reputations can be swiftly altered by public perception, safeguarding one’s image through denial of offence serves to protect both personal credibility and social standing. Moreover, the fluid nature of offence as a concept means that disputing whether offence has been taken becomes part of the interaction itself, adding layers of complexity to online conversations and how emotional and moral exchanges unfold.

These insights raise significant questions about how emotion and rationality are evaluated in the virtual arena. The blurred lines between genuine emotional expression and performative denial challenge established assumptions in communication theory and psychology. Furthermore, online norms surrounding humor, politeness, and social sensitivity significantly influence how offence is attributed and managed, underscoring the importance of cultural context and platform-specific dynamics in digital discourse.

Looking ahead, the UEA research team plans to expand their inquiry, exploring whether the observed patterns of offence denial manifest similarly across different social media platforms and diverse cultural settings. Such comparative research is essential given the globalized nature of online interactions and the variability in linguistic and social norms that shape communicative practices. This future work promises to extend understanding of how emotional labor and identity negotiation operate within increasingly complex digital ecosystems.

The study, entitled Fragile men and fishy arguments: Attributing and disputing offence in online interaction, was spearheaded by Dr. Ibi Baxter-Webb, a Communication Studies scholar at UEA, as part of the broader Problematic Humour project led by Dr. Chi-Hé Elder. Published in the Journal of Language Aggression and Conflict and funded by the British Academy and Leverhulme Trust, the research offers profound insights into the socio-linguistic mechanisms that underpin offence-taking and denial in the digital age.

This research advances the field by framing offence not merely as an internal psychological state but as a multifaceted communicative act deeply embedded in social negotiation. It challenges simplistic categorizations of users’ emotional states within online debates and compels a reevaluation of how digital rationality is constructed and contested through language. By unveiling the strategic dimensions of offence denial, the study contributes meaningfully to both academic discourse and practical understanding of social media behavior, providing a foundational lens through which to further examine conflict, identity, and emotion in digital communication.

Subject of Research: People
Article Title: Fragile men and fishy arguments: Attributing and disputing offence in online interaction
News Publication Date: 3-Feb-2026
Web References: http://dx.doi.org/10.1075/jlac.00147.bax
Keywords: Social media, online interaction, offence denial, digital communication, emotional expression, moral judgment, linguistic ambiguity, social negotiation, online arguments, rationality, identity performance, digital discourse

Conducted by researchers Beth L. Fossen of Indiana University and David A. Schweidel of Emory University, the study systematically examined more than 70,000 social media posts by U.S. senators during 2018 on the platform formerly known as Twitter, now rebranded as X. By analyzing engagement metrics such as retweets and likes alongside follower growth data, the authors sought to uncover the nuanced effects of emotional content in political messaging. Their findings challenge some widely held assumptions about social media tactics in politics.

The study confirms that emotional posts do indeed heighten engagement among existing followers. Politicians who infuse their social media messaging with emotionality—whether through language reflecting anger, outrage, or even enthusiasm—tend to see increased immediate reactions like shares and likes. This amplification, however, appears almost exclusively confined to audiences that are politically homogenous. When audiences comprise diverse political orientations, highly charged emotional content can backfire, curbing engagement and potentially alienating moderate or oppositional followers.

One of the most compelling revelations from this research is that emotionality in posts does not translate into an increase in followers. Unlike the spike in engagement, follower growth depends primarily on other substantive qualities of posts, particularly the topic itself. This divergence underlines that while emotional appeals may energize existing supporters to react and share, they are insufficient as a mechanism to expand a politician’s reach or influence a broader electorate. In other words, getting people to respond is not the same as motivating them to commit by following an account.

The moderating effect of audience diversity is a pivotal but previously underexplored factor that this study brings to light. When followers represent ideologically diverse groups, emotionally charged posts often generate polarization instead of unity. Schweidel emphasizes that moderate emotional content actually performs better in such cases, fostering wider engagement across a fragmented audience. This insight is critical for politicians who wish to maintain or build bridges across political divides rather than deepen them.

Furthermore, the tone of emotion in political social mediated posts proves significant. Posts expressing negative emotions like anger and outrage are more potent in eliciting immediate reactions on social media platforms. By contrast, emotions such as happiness or excitement, while positive, tend to generate less visible engagement. This phenomenon reinforces the idea that social media platforms inherently reward controversy and conflict more than optimism, a crucial consideration for any political communications strategy.

Fossen highlights the distinction between engagement and following as two separate psychological and behavioral endpoints in social media interaction. The choice to engage with a post—through retweets, shares, or likes—is often a quick, reactive decision driven by emotional state and current context. Conversely, deciding to follow a political account is a more deliberate commitment, influenced by the relevance and substance of the topics covered rather than the emotional tone alone. This subtle but important difference guides how political campaigns should frame their messaging to achieve specific outcomes.

These findings also underscore the strategic complexity politicians face when navigating social media landscapes. Deploying emotional content is a double-edged sword: it can galvanize fervent support among existing bases but risks alienating moderate or undecided voters needed for broader electoral success. As Schweidel poignantly states, “More emotion is not always better.” Political communicators must therefore carefully calibrate emotional tone depending on the targeted audience’s ideological composition and the overarching campaign goals.

Methodologically, this study is distinguished by its large-scale data analysis, combining text mining of post content with robust statistical models to correlate emotionality with key social media metrics. By controlling for senator characteristics and post topics, the research isolates the specific impact of emotional content itself. Such granular analytical rigor advances the academic understanding of political communication dynamics in the digital age, providing a model for future interdisciplinary research combining political science, data analytics, and behavioral psychology.

This research offers practical implications for political advisors, campaign strategists, and public relations professionals. An over-reliance on emotionally charged rhetoric constitutes a high-risk strategy that may energize the base but diminish chances of cross-group appeal and long-term follower growth. Instead, a balanced approach that pairs substantive content with measured emotional expression appears more likely to sustain engagement and nurture a diverse, expanding supporter base on social media platforms.

Beyond its immediate political context, the study opens avenues for broader exploration of emotional messaging in digital communication. How emotional content influences behavior across different stakeholder groups could shape the design of future algorithms, content moderation policies, and targeted messaging in a democratic society increasingly mediated through digital platforms. As social media continues to evolve, understanding these dynamics will be indispensable for both political actors and the platforms themselves.

In conclusion, the INFORMS-published research by Fossen and Schweidel decisively demonstrates that emotionality in political social media communications yields mixed outcomes. While it can boost immediate engagement among partisan audiences, it struggles to attract new followers or resonate with a politically diverse constituency. The strategic challenge for politicians lies in tailoring emotional content to audience composition, employing it as a tool for reinforcement rather than expansion. This nuanced understanding absent from popular discourse guides smarter social media practices in political communication for the digital era.

Subject of Research: People
Article Title: Emotionality in Political Social Media Communications: The Moderating Role of Audience Diversity
News Publication Date: October 15, 2025
Web References: https://pubsonline.informs.org/doi/10.1287/isre.2022.0064
References: Fossen, B. L., & Schweidel, D. A. (2025). Emotionality in Political Social Media Communications: The Moderating Role of Audience Diversity. Information Systems Research.
Keywords: Political science, social media, political communication, emotionality, audience diversity, follower growth, online engagement, political polarization, digital communication strategies