Sony MMI-6S2LK motor noise
A lot of cassette decks activate the capstan motor when the deck is turned on.
Basically the motor is running all the time the unit is on if you are playing a tape or not.
Do NOT leave the unit on if you are not using it.
Chances are you left the unit powered up...