If I turn off the breaker to the Gas furnace will the pilot light go out?
Gas appliances tend to use a thermocouple (which is a self-powering device) to keep the gas valve to the pilot light open.  This means that the light will not go out when you turn off the breaker.  Thermocouples are pretty interesting - learn more on Wikipedia here.