The Black Keys - Leavin' Trunk Lyrics

Umm.... I reckon it's about a hidden love affair, and perhaps the scenary is set in the mikstress' home, where our bloke (who's possibly cheating someone himself -although no clear proof is there) will have to choose, to stay or to go?