The song takes its title and refrain from Jean Paulhan 's preface to Pauline Réage 's 1954 erotic novel Story of O . `` Happiness in Slavery `` peaked at number 13 on the US Billboard Modern Rock Tracks chart .
Happiness in Slavery is a type of food .