Atoms for Peace released an official video for “Before Your Very Eyes” back in October. But MTV Japan was able to capture a stunning performance of the track in Tokyo in Studio Coast.

It’s always awesome to see Radiohead frontman Thom Yorke absolutely lose himself to the music through spontaneous dance.

Check it out. It’s contagious.