This is a breakup song with a twist. Lead singer Vince Neil spends the first 2:30 of the song explaining how they had some good times together, but they've grown apart, and he wants his freedom. It sounds like he's being sensitive and letting her down easy, but then he tells her, "Girl, don't go away mad. Girl, just go away."
There is no chorus in the song, but that line gets repeated over and over at the end, providing the payoff. For the bad boys of Mötley Crüe, it fits in with their ethos.
Mötley Crüe bass player Nikki Sixx wrote this with the band's guitarist, Mick Mars. The title likely came from a line of dialogue in the 1986 movie Heartbreak Ridge, where a soldier in the Marines refuses to provide any information to a sergeant, dismissing him with the line, "Don't go away mad, just go away."
Sixx acknowledged he got the title from a movie, but couldn't remember which one. When he heard it, he thought it was a great idea for a song.
The fourth single from the Dr. Feelgood album, "Don't Go Away Mad (Just Go Away)" continued a run of hits for the band, which was enjoying peak West Coast hair metal. It became one of their most popular live songs, and one Vince Neil always enjoyed performing.
The line, "Too young to fall in love" is a throwback to the 1983 Motley Crue number "Too Young To Fall In Love," which is about a volatile relationship destined to combust.
The music video opens with the woman just going away after Vince Neil gives her the boot. He then heads to Los Angeles and enjoys some good times without her.
Mary Lambert, who also did the "Without You" video, was the director.
Garnet Twinkie from Maryland Actually at the end of the song he tells her don't go away mad, I want you to stay.
Jason from Denver, CoI think the movie Nikki Sixx was refering to is the 1986 Clint Eastwood movie Heartbreak Ridge. There is a line where Mario Van Peebles's character says to Moses Gunn's character something like "Why don't you take your ass back to that faggoty ass first platoon of yours and don't go away mad just go away"! Or maybe it was another movie
The Naughty by Nature hit "O.P.P." doesn't have any curse words, but many oversensitive radio stations played a "clean" version with the word "kitten" edited out, surely the first time that word was censured.