Love You Forever by Robert Munsch.
A depressing book, if you think about it, but nevertheless, I grew up with it. My mom actually would sing me the little song almost every night. (I was reading before I even finished pre-school, a bit of a brainiac before I even knew what a brainiac was, so I was still pretty young.)