The Hate Frame Model: Mapping the Structural Logic of Hate Speech and Mobilization

This project examines how hatred is constructed, organized, and sustained through communication. While existing research in framing and persuasion explains how meaning is shaped and accepted, it does not fully account for the consistency of hostile rhetoric across contexts. To address this gap, this study introduces the “hate frame,” a structured set of communicative elements that recur in hostile discourse. Using qualitative content analysis, a corpus of extremist rhetoric was systematically coded for recurring patterns, identifying key elements—problem diagnosis, in-group/out-group construction, threat framing, moral justification, proposed solutions, and calls to action—alongside reinforcement mechanisms of in-group binding and legitimization. The analysis demonstrates that these elements appear in patterned combinations, forming coherent and persuasive narratives that consistently progress from grievance to action. This structure persists across levels of expression, as even condensed forms retain identifiable components, allowing the underlying logic to be reproduced in simplified formats. Overall, the findings show that the hate frame operates as a durable communicative framework that organizes hostility, guides interpretation, establishes group boundaries, and justifies action across contexts.

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Publication Details

Journal
UNC Libraries
Published
2026-06-12
DOI
https://doi.org/10.17615/kkgf-rb41
Primary Topic
Hate Speech and Cyberbullying Detection
Type
article
Field-Weighted Citation Impact
0.00
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article

The Hate Frame Model: Mapping the Structural Logic of Hate Speech and Mobilization

Virginia Llewellyn
UNC Libraries
Hate Speech and Cyberbullying Detection
article

The Hate Frame Model: Mapping the Structural Logic of Hate Speech and Mobilization

Virginia Llewellyn
article en

Abstract

This project examines how hatred is constructed, organized, and sustained through communication. While existing research in framing and persuasion explains how meaning is shaped and accepted, it does not fully account for the consistency of hostile rhetoric across contexts. To address this gap, this study introduces the “hate frame,” a structured set of communicative elements that recur in hostile discourse. Using qualitative content analysis, a corpus of extremist rhetoric was systematically coded for recurring patterns, identifying key elements—problem diagnosis, in-group/out-group construction, threat framing, moral justification, proposed solutions, and calls to action—alongside reinforcement mechanisms of in-group binding and legitimization. The analysis demonstrates that these elements appear in patterned combinations, forming coherent and persuasive narratives that consistently progress from grievance to action. This structure persists across levels of expression, as even condensed forms retain identifiable components, allowing the underlying logic to be reproduced in simplified formats. Overall, the findings show that the hate frame operates as a durable communicative framework that organizes hostility, guides interpretation, establishes group boundaries, and justifies action across contexts.

UNC Libraries
University of North Carolina at Chapel Hill (US)
Peace, Justice and strong institutions
Openalex Percentile: Top 4%
Hate Speech and Cyberbullying Detection
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The Hate Frame Model: Mapping the Structural Logic of Hate Speech and Mobilization — Virginia Llewellyn · UNC Libraries (2026) | TGRS Research Map | TGRS