Well if you put the one in the oven, that one will likely never turn on. What you discribed seams like a ram issue or short circut in the motherboard.
Try turning on the one that wasn't in the oven and see what the power lights doing. Are they blinking? Are they holding power for a few seconds.? If they hold power try and move onto the keyboard and press the caps lock and see if its light comes on. If it does the bios was active for a few seconds and its likely not a short circut (still a chance it may be though).
Edit: details