You can send private messages (also called PMs) to other users. As the name implies, these messages are not visible to anyone but the two of you.
It should be mentioned, that even when you have a private chat with someone, they will still not see your online status, or whether you have already seen a message. We also do not have any of those "is currently typing..." notifications.