I think Keros just thinks the Champion is fun to be around in general, especially if you learn the secret. Granted I don't think Keros would mess with the Champion too much, considering you don't antagonize too much the person you like to fuck, whether you knock boots with their male or female forms (or both). Plus you are favored by not only Keros, but several other of the Seven as the story goes on. Pretty sure Lumia in particular would nag Keros into oblivion if they bullied the Champion too much, considering how much see seems to adore you in your dialogue.
On the note of Keros' forms... I think it would be interesting if depending on how many times you sleep with one of Keros' forms, Keros starts preferring that form over the other in future dialogue, so if you fuck femKeros enough, Keros just becomes a she for the rest of your lifespan.