Lyric discussion by weezilla 

Cover art for Birdcage lyrics by Wallflowers, The

I think it's about a miserable lover (let's say 'she') who leaves the writer--enticed by the hope of happiness with someone else. She doesn't find happiness with the new lover because she is the source of her own misery. She very intentionally seeks out her past lover (the writer).