You keep it hidden because for every 1 person who takes your advice and helps you out there are 5 who will write you off as a serious person for the rest of your life.
Edit: I'm not saying this is right/wrong, but there are real consequences to outing oneself as a depressive.
Edit: I'm not saying this is right/wrong, but there are real consequences to outing oneself as a depressive.