Actionable Activation Directions for Detecting and Mitigating Emergent Misalignment Across Language Model Families

Abdul Rafay Syed

Fine-tuning language models on insecure code induces emergent misalignment with poorly understood internal structure. We investigate whether this misalignment corresponds to a caus…