Latent states will appear here as the conversation unfolds
End of demonstration
The LLM heard words of achievement and validated them. Halo read the same words — but non-verbal signals revealed low readiness to engage, suppressed emotional activation, and ultimately a deeply held belief that restriction is a reward. The latent states told a different story entirely.