as long as human has written self-dialogue and introspection into text that LLM can be trained with, it is expected LLM will produce similar content, this is not much different from any other text
If LLMs don't have consciousness but the majority of the public comes to believe that LLMs do, things get really interesting, and probably not in a good way.