This is an overgrown teeny-bopper
. This person is college-age(18-24), but still likes many of the things young teens like, such as the Jonas Brothers, Disney Channel, Miley Cyrus, etc.
My sister is such a twenty-bopper. She's 21 years old and went to the midnight showing of Hannah Montana.