Monitor your temperature while gaming.
Use a 3rd party tool such as HWMonitor to record your temperatures on GPU and CPU.
Game first stuttering, and then later on a complete PC shutdown means that the PC is shutting down so as to prevent further damage to the components, whichever component that may be.
So monitor your temperatures while gaming. http://www.cpuid.com/softwares/hwmonitor.html