Lyric discussion by Slightly_Shinobi 

Cover art for Fat lyrics by Violent Femmes

The first three lines seem to suggest some woman dumped him, and now he's hoping she gets fat and becomes desperate enough to come back to him.

And even if she is tubby, he'll still want her back.