You're hearing the evap canister purge valve (more specifically, the solenoid that opens and closes that valve.) It's part of the emissions system. It's purpose is to allow fuel vapors to enter the evaporative canister, condensate back into liquid, and be returned to the fuel tank. It's often active in warm weather after you shut off the engine.