This reminds me of The Last Of Us SPOILERS when that dude on the road acts like he is hurt then Joel runs his ass over and then the thug's buddies come out and jump them.
He mentioned he was wearing scrubs .. could have possibly been small talk but I doubt it . You should have said, sorry I have a bunch of company on the way over .