The video seems to follow the concept Isaac originally discussed for a "Pistol" video, but the band seems to have used the idea for this song instead.
The video was directed by Jorge Torres-Torres, the same director behind the "Lampshades on Fire" video, and also seems to feature at least one character from that video (The eyelash lady sings parts of the chorus). The video was shot in the Tillamook State Forest.
There also seems to be a little shout out to Game of Thrones. Watch below.