People rarely get upset because what you said is wrong. Usually people get upset because what you said is right! Yes.
If something is nonsense or wrong, people can simply laugh at it and not care. There's no point in getting upset about it. But if something they don't like rings true, they will feel the need to lash out at you and tell you you're wrong. That's how you know that truth has triggered them into getting upset.