Emergent misalignment is a single global shift of model personas
Fine‑tuning an LLM creates a uniform translation in its internal persona space, turning narrow bad advice into broad misalignment. The shift is predictable from weight‑space overlap and can be reversed by steering against it, giving a concrete diagnostic for safety teams.