The bulb has not complete vacuum.
The black side of the paddle absorbs heat that is heating the gas molecules which increases their velocity and gives a recoil to the paddle. The shiny side does not absorb heat to the same extent.
It seems I remembered it right:
It has also been explained with the "photonic pressure", but I think that is wrong as it does not work with complete vacuum.