I see one of three culprits here... bad RAM, cooked CPU, or a bad mainboard... In that order. All you can really do is check the RAM and the CPU in another PC.
All of this is assuming you are posting NOTHING on boot. Another thing that would help- you say the drive is spinning up, this is initialization- do you hear the chatter of anything much loading after that?