I may soon cry like a little girl.
I got the CPU back, and it wasn't a CPU problem.
With the GPU in, the post LED indicates it's hung on "processor initialization". With the GPU out, the LED goes through full post, hangs on floppy controller initialization, then when I hit enter it...