Less likely to meet standards of suspicion (though of course there is always the wild card factor) if you walk, not run, to leave a policed area. “Don’t let them see you sweat.”
It’s the rule here in Pennsylvania that you can refuse to pull over until you are in a populated area where there are potential witnesses.