Personally, I really don't like this differentiation between introverts and extroverts because I don't see where I fit in on this scale. Reducing so many hard to define traits like empathy, compassion, charisma, social competence, emotional intelligence, etc. and all kind of personal experiences and habits to a single binary label doesn't make a lot of sense to me.
Are you an introvert if you don't like to be around most people in your current environment but can't stop talking for hours when you're around people that you actually like?
Do you become introvert after an unfortunate series of events, which create serious trust issues and result in you staying at home more often instead of constantly going out like in the past?
Are you an extrovert when you can't be alone because then you will experiences constant FOMO, can't stop yourself from ruminating or need constant approvement from others and socializing whenever you can is your only coping mechanism.
Are you a real extrovert if you get along really good with a lot of strangers on a daily basis as part of your job but prefer to spend most of your free time alone reading, painting etc.?
Sometimes it looks almost like a self-fullfilling-prophecy when someone labels themself this way.
Various combinations of medications, prescribed and self-selected, have failed. It wasn't exhaustive exactly but I would say that it was a good survey of the field.
Memorizing quite a lot of detail about people helps in making you seem engaged, but there's a fine line (past a certain point, if you confess to remembering whatever counts as "too much," it becomes "creepy"), and it still hasn't affected the base.
Self-talk, acting, improv -- it increases the fidelity of the emulation but it's still emulation.
At the end of the day, other people say "hello" and I have failed the initiative check, and am pondering what exactly do I say back to them, and they've already gone by.
A remarkably stable trait for me.