What? LLMs are very capable of doing sentiment analysis. Hell, it's basically one of the things it actually excels at - understanding tone, nuance, context, etc.

I used it many times for exactly this, with good results. It points out ambiguous contructs, parts that are dissonant from the tone I intend, etc.

I have no idea why you think that LLMs can't do that lol