Kulick had replaced former guitarist Mark St. John on two tracks on the previous album Animalize (1984), during the latter's absence due to reactive arthritis.
The title and lyrics are however taken from a 1981 Kiss demo written by Paul Stanley that was officially released on the 40th Anniversary remaster of Creatures of the Night (1982).
The album cover depicts the four band members with colored lips, mirroring the colors of the 1978 solo releases: red for Simmons, purple for Stanley, blue for Kulick (replacing Ace Frehley) and green for Carr (replacing Peter Criss).
"Tears Are Falling" was the only track to be released for retail sales as a single and was a hit for the band, with the video, in particular, proving popular on MTV.
A total of three music videos for the album were filmed on set in London, England, for the songs "Who Wants to Be Lonely", "Uh!