September 26, 2026
Research Blog
In LLMs, one token is both the attention sink and the massive activation. Across SD3.5, Qwen-Image,
Mochi and HunyuanVideo, both move into the text stream: the strongest sinks are the highest-norm text
tokens, while image tokens carry a single shared hot channel written by the adaLN gate.