You can’t know someone’s “true” personality, because you can never fully know someone else; there will always be parts of themselves that they keep from you intentionally, and other parts that even they might not know exist.

The only thing you can do is take a chance and spend time with them. The more time you spend with a person, the more you interact, the better you get to know them. It’s that simple. There are no shortcuts.