Police were on patrol in Chesterton, Cambridge, on 13 January when they spotted Fernando Tela driving around.
Suspecting he was involved in drug dealing they put on their blue lights and followed him.
Tela stopped outside Tesco, abandoning his vehicle with the keys in the ignition, and hastily made his way into the supermarket holding his coffee cup.