The Crazy Girl Songfacts reports that the song was written by country singer-songwriter Lee Brice when he was in the middle of recording songs for his own record. However Eli Young bassist Jon Jones persuaded him to let his band have the tune.
Baby why you wanna cry?
You really oughta know that I
Just have to walk away sometimes
We're gonna do what lovers do