If something swivels or if you swivel it, it turns around a central point so that it is facing in a different direction.

If you swivel in a particular direction, you turn suddenly in that direction.

If your head or your eyes swivel in a particular direction or if you swivel them in a particular direction, you quickly look in that direction.