Detecting covert instruction-following via internal representations parallels J-space work

dioscuri · x · 2026-11-02

A discussion thread on consciousness detection: locked-in/vegetative patients have been identified as conscious by imagining specific scenes while under fMRI — something impossible with a cat but potentially possible with machines, raising moral personhood questions. dioscuri notes a close parallel with the J-space work by Lindsey et al.: covert instruction-following in models can be detected through task-specific internal representations rather than overt behavior. The attached figure shows J-lens readouts on prompts where the model is instructed to hold a concept in mind or mentally compute, revealing matching internal representations at specific layers.

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