OK. It happened again yesterday while playing SIm City (though it seems to last all day for work, with just browsing/email).
Replaced the power supply with a high end modular corsair one...didn't fix it. Has anyone replaced the memory to see if that fixed it? I'm hesitant to spend even more money without knowing for sure what the issue is.