Capacity, Responsiveness and Alignment: What Makes a Latent Structure Actionable

Localizing latent structures in the activation space of language models (LMs) is central to understanding and controlling their behavior. Yet, localized structures can differ substantially in their causal influence, raising the question of what makes a structure actionable.