 The video for "Tourniquet" was directed by Floria Sigismondi, who also directed the video for "The Beautiful People".Sigismondi says that directing the video got her to gain confidence in herself and her "offbeat ideas".In order to gain inspiration for the video, she went through a period of sleep deprivation, and was elated to see her ideas for the video "manifest into physical form."