You didn't hear that sound after the engine shut off? I can hear it fine in the video. I did it twice because the first time I killed it, you begin to hear the noise, but a car drives by. The fan for my radiator wasn't running, nor was anything for my A/C. (You can hear it around 0:54)
Engine from a cold start.