The name of the character "Amber Lamps" is based on a quote from the original AC Transit Bus Fight video. Upon getting hit in the face, one of the men in the video requests an ambulance but mispronounces it as "amber-lamps".
It's loosely based on "Epic Beard Man" Thomas Bruso, whose altercation with another man on an AC transit bus was caught on camera and uploaded to YouTube.