It depends on my mood and the state of my game. I find Fatboy Slim and Moby are good for building improvements and culture, but nothing beats metal/punk for going on a rampage.
Last game was dominated by Metallica, Megadeth, NoFX, and Pennywise. With that list of bands, you can probably tell what type of victory I was gunning for.