Leaving Venus Share definition Flag An indie band from NC; a term used to express anguish when giving up on love, if only temporarily. Leaving Venus wrote the song "Handgun (Welcome to America). My heart is broken-- I'm Leaving Venus, man. Leaving Venus by Damon Tyndal April 18, 2008 Get the Leaving Venus mug.