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C. Vetter

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#natural language process... Preprint Aug 2026

Data Attribution of Emergent Misalignment with Persona Features

Emergent misalignment (EM) is the phenomenon where fine-tuning a language model on a narrow task leads to harmful behavior in unrelated domains. A leading mechanistic account attributes EM to persona features: latent directions acquired during pre-training that misaligned fine-tuning amplifies. We ask where these featu...

C. Vetter, David Kaczér, Lucie Flek et al. · 0 citations