How do we get to know our characters?

I find this process looks very much in fiction the way it looks in real life: one can’t expect to understand a new acquaintance completely after a single meeting. Trying to force private information out of someone is more likely to cause them to clam up than to inspire them to reveal their deepest, darkest secrets.