I recommend motherboard monitor. You'll be able to check the temperature of the CPU and at various other points on your motherboard, which will let you know if your processor really is overheating. At 3GHz, it should probably run at a temperature between 30 and 40 degrees celcius.

I'd say it will just be a loud fan, and as Samuraid said, it might just be a chassis fan.