Comment by antirez

If you really want to think at it as a probability, think at it as "the probability to express correctly the sentence/idea that was modeled in the activations of the model for that token". Which is totally different than "the probability that this sentence continues in a given way", as the latter is like "how in general this sentence continues", but instead the model picks tokens based on what it is modeling in the latent space.