Google does a fair amount of data gathering even if you don’t log in. I think it does it through cookies, fingerprinting or browser inspection

If I use a session long enough it will start to change to my actual taste

Could you send a screenshot of what you see? I’m curious to see if it’s different

If your tastes are anything except the average population’s, you will have little to no interest in the homepage suggestions.