“Catching Flies” is an interpretation of the proverb, “You catch more flies with honey than with vinegar.” The song features a brooding, western melody that seduces and guides listeners towards a heavy, passionate culmination. The song explores fear of intimacy and abandonment, climaxing with the realization that you cannot change the past or other people, but you can work on yourself.