To Be With You
Weird when you hear a second song by a One-Hitter: I heard Bow Wow Wow's "Do You Wanna Hold me?" today.
From Star Wars Episode VII: the Broadway Edition... FN and the Amazing Technically-Poe's Dream Jacket.
Edited because I see that my entry was already posted years ago. How about:
Shakespears Sister - "Stay"
From the album Hormonally Yours
Civilized men are more discourteous than savages because they know they can be impolite without having their skulls split. - Robert E. Howard