Welcome to the Pacific Chris.
I'm inclined to agree that it sounds very much like an overheating of your graphics card. Still, it would help to know a little more about your system in order to make sure.
First, are you talking about a desktop or a laptop system?
Do you have a dedicated graphics card or is it an integrated system?
Lastly, how old is this PC you are talking about?