Hello, embracingchar, and welcome to Psych Central! I am wondering if somehow you were encouraged not to express certain emotions growing up or at least not to very openly express them.
Have you considered talking to a therapist about this issue? That might help to find the cause and/or help you to learn proper ways of expressing your emotions.