Is this the same noise that you hear when the key is turned to the on position with the engine not running? I have noticed the sound of vacuums or something else, if you turn the key back one it turns it off.

I am sure you are talking about something else since your key was removed but try this out and let us know. If you are working under the X in a quite place you will hear something churning.