UPDATE: I booted with a CD having the BIOS files, the drive runs for a while, the HD activity indicator LED goes on, then everything settles down and the LED goes off.
Also, I noticed that the side of the motherboard opposite to the GPU (the underside of it) gets a little hot. Now I don't know...