forever 21 song, please help

The only lyric I can remember is something like "I get so happy when I hold your hand." The song was basically about how this girl wanted to be with this guy but he just wanted to be friends??? It's kind of pop-ish and dancey, female vocals. Thanks!

Kate Nash "The Nicest Thing"?

I wish you couldn't figure me out,
But you always wanna know what I was about.
I wish you'd hold my hand when I was upset,
I wish you'd never forget the look on my face when we first met.