You will see a lot of "frequent fliers" with the police that don't even listen to the commands they are given, they just prone themselves out.That makes sense to me.
Confronted by hysterical cops?
Lay down flat, arms extended, fingers spread.
To be specific, face down, feet spread, toes out, arms straight out, palms up, face away from the officer. :)