IIRC, I just remove the seatback, pulled out the plastic pins that hold the shelf in, and then pulled firmly but carefully toward the front of the car. There are a couple of spring clips back by the rear window that hold the back of the shelf in.
It's been a few months, but I don't think there was any big trick to it.