Steering grids for sparse-autoencoder features: when a top-context label names an activation regime rather than a causal axis

Michael A. Riegler, Birk Sebastian Frostelid Torpmann-Hagen

The standard protocol for interpreting sparse-autoencoder (SAE) features labels each feature from its top-activating contexts and validates the label by steering that single featur…