You probalby have a faulty relay. Brake lights and headlights still turn on even when a car is off completely. For some reason your brake light thinks your stepping on the pedal to enagage the transmission of a signal in-order to turn the light on. If the relay is bad or going bad the particular channel associated with that brake light may not be working and so as a result you have constant voltage running to it.