Note that you should distinguish this from the "hard drive not getting enough power" sound, where the hard drive clicks repeatedly, trying to spin up, but does not have enough power to do so. (Oddly enough, my Xbox 360 hard drive whines when this happens. Scared me quite a bit the first time it happened.)
In any case, please make sure you back up your data frequently, and also back up your backup.