arXiv: cs.AI preprintsInternational6 November 2026
The Geometry of Simulated Perspectives: Dissociating Representation and Behaviour in a Multimodal Language Model
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arXiv:2611.08262v1 Announce Type: new Abstract: Multimodal language models can simulate different observers, yet it remains unclear how assigned perspectives reshape their internal representations and whether these changes govern their judgements. Here, we investigate the representational geometry of persona-conditioned visual interestingness in Qwen3-VL-8B-Instruct. Across 100 images and 53 prompting conditions, we systematically vary persona content and the linguistic framing used to introduce it, while recording behavioural ratings and layer-wise hidden states. We observe a systematic reorg
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