Right, no hidden internal state. Exactly. There's 0. And the weights are sitting there statically, which is absolutely true.
But my current favorite frontier model has this 1 million token mutable state just sitting there. Holding natural language. Which as we know can encode emotions. (Which I imagine you might demonstrate on reading my words, and then wisely temper in your reply)