Marcus Söderlund directed the accompanying music video for "Silvia". It premiered exclusively on NME website in December 2009. A writer for Complex commented, "The vid is kind of dramatic and hard to make sense of, but what do you expect from a band like this?" The video plays out in a post-apocalyptic world. It begins with the band's three members waking up from sleeping in the middle of a street, appearing to be homeless. The men then walk way in the woods while shots of homeless people are interspersed. Several people are seen carrying torches in the woods and are soon joined by the band. They then set fire to a large wooden version of a jackalope and the video ends as it bursts into flames.
