Officers found a slumped over dummy strapped in a seatbelt in the back of a vehicle.
CHP officers in Contra Costa County posted the image on Facebook with the message: "Nice try. Wonder what the judge will say?"
The driver used the hooded dummy to cruise through carpool lanes for more than two years.
The CHP also included #InstantKarma.