Update:
I hooked up another power supply from my HTPC to the 4-plug, mains, VGA, and HDD (but not case fans or DVD drives). No change.
By process of elimination, then, it has to be either the CPU or the MB, in which case, its a lost cause. This is a P4P800 (first gen, not -E or -SE) with...