we expect characters, people. Or our alter egoes.
Which is why I always preferred to pick a class portrait over an unfitting portrait. That way I could imagine the character's features myself, instead of having a portrait that's different from how I view the character.
Of course a fitting character portrait is better than a class portrait but I consider a class portrait better than an unfitting portrait.