If this happens after the PC has been running for a while, check your case fan and CPU fan for full functionality.
If it happens right away before Windows loads, your CPU may be toast.
I think you have hit upon the most likely scenario; the error occurs after it has been operating for awhile, and not during any specific operation. I think it is the case fan; if so, I think I can repair it myself (IF I can find someone who sells a case fan that will fit, that is if you think it is something that is non-terminal). Thank you for the info :):)