On the Limits of Steering Vectors for Preference-Aligned Generation

Melanie Subbiah, Zara Hall, Kathleen McKeown

Steering vectors have emerged as a promising approach to controlled text generation, offering interpretable, training-free mechanisms for shaping model outputs. However, their prac…