Clicking is usually a sign that your HDD is on its way out. If your new PC is recent, it's likely the hard drive has something called "SMART" which provides diagnostic info. Google a SMART utility, download and run it, and see what it says.
If this doesn't help, your PC is new - so rather than any haphazard DIY approach I could suggest, just get it checked out under warranty.