Capacitors act, in a sense, like tiny rechargeable batteries. They store the energy with which they are charged, and then they discharge it. The difference is, as many people here have already mentioned, that it discharges rather quickly, so using it to power a light bulb the way you want it to is not really possible.
Der Strom