If you mean the plastic rectangle with the shift pattern printed on it, that you can just pry loose from the main console and slip over the handle.
The opening where the bristles are is plenty big enough for the full handle/knob to pass through, but you will probably need to pull the handle up into 4Hi (or at least out of 2Hi) for the clearance to get the bezel off the end of the handle.