Empirical Activation Similarity

Longer fine-tuning carries a cat-loving trait through all five distillation hops

An experiment ran the subliminal learning pipeline five times over on Qwen2.5-7B-Instruct, making each student the next teacher. The cat trait held near 90 percent under longer training and scattered under shorter.