Explain what it means when Patrick says that Charlie is a “Wallflower.”

Patrick describes Charlie's wallflower nature at the end of Part 1: "You see things. You keep quiet about them. And you understand." Charlie can stand aside and watch the drama unfold without necessarily being in it. Still, being a wallflower does cause a lot of stress and anxiety to Charlie.