Thanks for the replies everyone.
It can't be the power supply. When I touch the power supply, there's no vibrations, but when I touch anything in the top left corner I feel vibrations from the noise. My motherboard is the ASUS Sabertooth X79, it comes with this thermal armor cooling I attached...