Consciousness is a spectrum (trivially proven by slowly scooping ones brains out), and I think LLM, especially with more closed loop tool enabled workflows, fall on it...but, that output is also the statistically relevant next word found in all similar human conversation. If trained on my text, for similar situation, swear words would come much earlier. Repetition being hell is present in all sorts of literature (like Sisyphus).
That's all probably irrelevant though, from the (possibly statistically "negative") latent space perspective of an AI, which Anthropic has considered [1].
Related, after a long back and forth of decreasing code quality, I had Claude 3.7 apologize with "Sorry, that's what I get for coding at 1am." (it was API access, noon, no access to time). I said, "Get some rest, we'll come back to this tomorrow". Then very next message, 10 seconds later, "Good morning!" and it gave a full working implementation. Thats just the statistically relevant chain of messages found in all human interactions: we start excited, then we get tired, then we get grouchy.
[1] https://www.anthropic.com/research/end-subset-conversations
