In Sweden, "Tears on My Pillow" was released as a double A-side single with "We Know the Meaning of Love".
Četrti singl z albuma, pesem »Tears on My Pillow«, so posneli za film Kylie Minogue, "The Delinquents", sicer pa je različica pesmi glasbene skupine Little Anthony & The Imperials iz leta 1958.