I've been obsessing with this video/song the whole day (it might take a while to load but it's well worth it). The video seems to be an homage to Michael Gondry's Eternal Sunshine for the Spotless Mind. I never heard of Stars before today but i seem to have heard the opening line of the song somewhere, "When there's nothing left to burn, you must set yourself on fire." Both the song and video are brilliant.
More great videos via Cliptip (discovered through Receptacle)
Also: Murph mentions the song in his top ten of 2005. Doh!