The music video for "Losing My Religion" was directed by Tarsem Singh. As opposed to previous R.E.M. videos, Michael Stipe agreed to lip sync the lyrics. The video originated as a combination of ideas envisioned by Stipe and Singh. Stipe wanted the promo to be a straightforward performance video, akin to Sinéad O'Connor's "Nothing Compares 2 U". Singh wanted to create a video in the style of a certain type of Indian filmmaking, where everything would be "melodramatic and very dreamlike", according to Stipe. Singh has said the video is modeled after the Gabriel Garcia Marquez short story "A Very Old Man with Enormous Wings" in which an angel crashes into a town and the villagers have varied reactions to him.