How Alignment Routes: Localizing, Scaling, and Controlling Policy Circuits in Language Models

Gregory N. Frank

Models can represent policy-relevant content yet respond differently. We study the policy-routing circuit that turns detection into refusal. Using political censorship and harmful-…