A watt is a unit of measurement of energy transfer, and it sounds like the phrase " a lot". In this case, the phrase is meant to sound like " thanks a lot" in reference to turning the light off, and saving energy in doing so.
Sign : ' Please turn out the lights . Thanks a watt . '