Direct Hidden-State Alignment: Mapping and Controlling Preference Expression in LLMs

Fansheng Zhang, Shengran Guo, Zexiao Wang +3

In many settings, post-training need not create the target behavior from scratch: the base model can already produce it, but not reliably. This shifts part of preference alignment…