According to group leader Otis Williams, the Temptations fought "tooth and nail" not to record "Papa Was a Rollin' Stone" or "Run Charlie Run", a socially conscious Black power track (dealing primarily with the phenomenon of white flight) that called for them to repeatedly call out, in an affected Caucasian accent, "the niggers are comin'!" According to legend, lead singer Dennis Edwards didn't want to sing "Papa's" opening lines, because his own father had died on the third of September. The group was certain that "Papa" and All Directions would flop, and that they would be back to singing ballads like "My Girl" and "Ain't Too Proud to Beg" again. Although the first single, "Mother Nature", charted at number 92 on the Billboard Pop Singles Chart, "Papa" was a number one hit and is today one of the Temptations' signature songs.
Also included on All Directions are the Edwin Starr cover "Funky Music Sho' Nuff Turns Me On" (the b-side to "Mother Nature", a Top 30 R&B hit), the Marvin Gaye & Tammi Terrell cover "Love Woke Me Up Early This Morning", and "I Ain't Got Nothin'", a rare lead showcase for Otis Williams.