# Cross-modal Steering Vectors Exist Across Both Image and Text Generation > Source: > Published: 2026-10-28 02:09:47+00:00 Are concepts and mechanisms unified across modalities in current AI models, or instead implemented separately for each one? We operationalize this broad question of modality unification by studying cross-modal steering: 1) finding vectors that successfully steer generation on tokens of one modality,