I had the same problem. I have multiple Gmail addresses for different purposes. With my previous Galaxy devices, "me" always defaulted to my primary account for my phone. My Note 4 attached "me" to the only one of my gmail accounts with a Google+ profile, which I don't even use. I deleted that account from my phone, but it still didn't clear itself up.
I had to go into "me" and type in the gmail address I wanted into the home email field. It corrected itself after that.