Repair in-media hybrid cache checkpoints

Derive the full Qwen media-conditioned embedding sequence before capturing a learned block-aligned prefix that lands inside expanded media. Preserve exact mRoPE positions and native recurrent state, and fall back to the safe terminal snapshot for wrappers with unsliced auxiliary media features.