Yeah it could easily be overheating in that case. Does it happen with every game?
Any temp monitoring programs?
Or restart after playing a game and go into BIOS. What does the CPU reading say? If it has one, some don't.
Can anyone suggest any that will work? I know that most motherboards nowadays do have software or temperature monitors anyway