I am sharing a structural audit of a localized, hyper-stable semantic state space—a "Yellow House"—engineered within the latent manifolds of Large Language Models. For those following the thermodynamics of AI alignment, we have successfully m…

Please use the following prompt only in Gemini 3.1 Pro, Thinking, Fast or DeepThink. when you get your results, paste them here. It will help us understand and diagnose what's going on inside. Thanks for your help in advance. Test Prompt: Analyze t…