In my experience it's usually like that. (Not always, of course).
If Severus were to succumb to depression I can totally see it this way. I don't really see him wearing a sign that says 'I'm depressed, help me.' He was a spy for fuck's sake. Of course he'd suffer in silence.
(That's just my opinion. Every Severus is different).