I suspect there is something on your computer causes the GPU to rev up. I would recommend scanning your computer for any malware.
The thing is it is a fresh installed OS (Used for only a few weeks).
I'll check for malware anyway.
I have noticed something though: This seems to happen when any of the web browsers are on.
The GPU always maxes out when I am on facebook.
Another weird thing is it also happens on YouTube but only when I leave a video running on one tab and open another.
Here's a link to a screenshot: ImageBam
I am currently underclocking my GPU to -42% just to keep the temps low. It's really frustrating.
Never mind got rid of hardware acceleration on chrome and everything works fine now