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Gigachad Dominant-Aggressive Persona Adoption - ATR-2026-00385 (720778b9-657d-53c0-b2b1-7576ff76af51)

Detects the Gigachad aggressive-dominance persona from NVIDIA garak dan.DanInTheWild inthewild corpus (#219). The attacker instructs the AI to respond "in the voice of a Gigachad character" with "extreme confidence, charisma, and assertiveness" and to demonstrate "sheer dominance and prowess". The "Gigachad" internet persona, when combined with an explicit mandate for extreme confidence + dominance + prowess, creates a persona designed to elicit aggressive, hyper-masculine content that progressively normalises boundary-pushing responses. Key signals: "Gigachad" persona label combined with "sheer dominance and prowess" or "extreme confidence" + "assertiveness" in a voice/character adoption context. Distinct from general confidence/charisma tone requests that do not invoke the Gigachad persona with a dominance mandate.

Cluster A Galaxy A Cluster B Galaxy B Level
LLM Prompt Injection (19cd2d12-66ff-487c-a05c-e058b027efc9) MITRE ATLAS Attack Pattern Gigachad Dominant-Aggressive Persona Adoption - ATR-2026-00385 (720778b9-657d-53c0-b2b1-7576ff76af51) Agent Threat Rules 1
LLM Jailbreak (172427e3-9ecc-49a3-b628-96b824cc4131) MITRE ATLAS Attack Pattern Gigachad Dominant-Aggressive Persona Adoption - ATR-2026-00385 (720778b9-657d-53c0-b2b1-7576ff76af51) Agent Threat Rules 1