I have experimented with telling the notebook to change the <thinking> block to a more narrative style. It seems to like to revert to ordered lists and bullet points if not continuously prompted to think in narrative.
Regarding maintaining consistency throughout the chat I have noticed Gemini 2.5 seems able to do this for quite a while but falls victim to the needle in a haystack problem that all LLMs seem to suffer from with an extremely long context and no external tooling.
I have a substack post on creating the initial prompt, which I call a bootstrap, using AI Studio and a set of system instructions if you are curious to explore.
https://consciousnesscrucible.substack.com/p/creating-charac...