Well, it's not that small.

~35k population.

I have no idea who any police officers are, nor have I ever (knowingly) sat down next to one...anywhere. I occasionally see a group of them at Arby's or something, eating with each other at lunch.

FWIW I have a very wide social circle in town, here (I own a bar)--but it includes no police officers.