Mental Rotation or Pattern Matching? Representational Structure and Angle-Dependent Behavior in Vision–Language Models

Vision-language models (VLMs) often perform well on spatial reasoning tasks, but it remains unclear whether their performance is supported by internal representations that track rotation angle. We study this question in a controlled same or mirror 3D object task using LLaVA-1.5-7B as an intervenable