Comment by eden-u4

why don't you ask the model about the shrinked system prompt and the original system prompt? in this way you can infer whether the same relevant informations are "stored" in the hidden state of the model.

Or better yet, check directly the hidden state difference between a model feed with the original prompt and one with the shrinked prompt.

This should avoid remove the randomness of the results.