They return to superb. Had a player on good morale, gained a star, on fire morale for a few games (didn't count how many) and is now on superb morale. Same with hat-trick and 3 assists.
I also had a lower quality player on poor morale who played very rarely. He gained a star (4 stars) but didn't get on fire morale, it stayed on poor.