e.g. if I'm asked if I'm extroverted what baseline am I comparing myself to?

I took an online Big Five personality test, and it explicitly said I was to compare myself to typical people of the same gender and age as me (which, since there are huge selection effects in the kinds of male twentysomethings I hang around with, meant that in lots of questions I wanted to answer “how the hell should I know?”).