Hello,
So you have multiple hard drives in your system, and this is happening on one of them?
Do you mean after a period of inactivity, your hard drive powers down and stops spinning, then starts spinning again, and the cycle repeats?
Have you checked your power management settings to see if your hard drive is set to power down after a period of inactivity?