This is how it works for me. When I meet someone, I feel like I get an entire idea of them on a glance, down to the most detailed characteristic. Ask me to describe them physically though, and I can't come up with a thing. Now I just compare people to other people to describe what they are like.
I do have moments where I will be watching a crowd or group of people and they all look like chimps to me though.