This confessional remembrance of a special friendship involving heavy alcoholic consumption in a Paris bar was released as a stand-alone single and performed by Chan Marshall on Later...With Jools Holland. She told Mojo magazine: "To tell the story of 'Bully' would be an injustice towards the love I shared with the love of my life. So I cannot speak about that. 'Bully' was one of the songs that I originally wrote for (2012 album) Sun, along with 14 others, but to play nice, I'll just say they didn't make the record. I'm glad 'Bully' was respected enough to see the light of the day. I'm happy in my life and when I sing this song, yeah, it breaks my heart."
Mike Campbell from Tom Petty & the Heartbreakers played the slide guitar on "Sixth Avenue Heartache." There is a connection here - Wallflowers lead singer Jakob's dad, Bob Dylan, played with Tom Petty in The Traveling Wilburys.
The chorus of "Voulez-vous coucher avec moi ce soir" in "Lady Marmalade" is French for "Do you want to sleep with me tonight?" When Labelle performed it on television, they had to change it to "Voulez-vous danser avec moi ce soir" (Do you want to dance with me tonight?).