like a dirty fan or such. you know, when you never clean out the inside of a case..
Air in a can! The best cat toy there it :P lol
This happens to me often too, I'm TERRIBLE at cleaning out the inside of my case. I hope it works for ya
Dust out the case. Otherwise you could be hearing the hard drive, but more often than not its a noisy fan.