There is a little switch under your brake pedal that needs to be adjusted, it simply needs to be loosened off by turning it until the lights go off.
Reach down under the brake pedal and follow the arm up until you feel a switch, then simply turn it until the light goes out, adjust it until the lights come on when you press the pedal and go off again when you release.
Dave Devlin, March 2005