For those classical fans...
Shostakovich Symphony No. 5, Mvt. 4 - Bernstein / NYP (1979 recording)
Fast, furious, and edgy. I go running to this music!
Shostakovich Symphony No. 10, Mvt 2 - Shipway / Royal Phil Orch.
Again, this is a blazing movement. It's shorter than the previous, but still very fun and heart-pumping.
(this isn't a very famous recording, so no exact video. Sorry!)
And for the non-classical fan, "Glorious" by Muse. Driving with the top down (or just all windows down if you don't have a convertible) with this blasting on a sunny California day is just "glorious".