U2's "I Still Haven't Found What I'm Looking For" was released in 1987 on The Joshua Tree, an album inspired by the band's experience of America, both as a real place and as a mythic idea. U2's lead singer and songwriter, Bono, has referred to it as "a gospel song with a restless spirit." To understand where that restless spirit came from, it helps to know the depth of the band's religious roots.