Doesn't Blink posit that a person's extensive experience in an area can lead them to a quick, gut reaction that is, in fact, correct, even before they are able to verify it?
It seems that Andrew's friend probably has had a fair amount of experience with being mistreated due to his skin color. His reaction to being denied a room 3 out of 3 times was perhaps hyperbolic, but certainly applicable to his experience with the service. (Andrew noted his friend's interactions with the driver, so it wasn't all his friend's imagination).
You could use the ideas noted in Blink to look at this scenario from a variety of perspectives, not just confirmation bias.