I usually read that people became more tired of Jump Up, Super Star! than the vice versa. Kinda interesting. It's among my favorites, but I am ok in not hearing every once in a while.
I'm weird like that. It is very rare that I like music after the first listen. Usually I have to let them grow on me. Like an acquired taste but for music. I guess that's why I'm so picky when it comes to music :P