It doesn't matter much if a person is sad for no reason, no one wants to be around someone who is sad.
This didn't deserve a downvote, it's a good observation of the problem. If you're depressed, it's very hard for people to be around you, and that makes the depression worse.
Yep. In fact, I think that (apart from clinical practitioners who might find it fascinating) the people best positioned to help the depressed are those who've experienced it themselves, and overcome it.
That said, I actually have sympathy for the stigmatizers. From their perspective a perfectly healthy person with no overt negative stimuli is profoundly unhappy for no reason. That's got to be frustrating because it's completely and totally opaque, untouchable, alien, and unaddressable. The condition stymies the compassionate person, making a mockery of their good intentions. That is frustrating, even angering, and is probably the cause of the ambient hostility that lingers around depression. Depressives behavior appears stubbornly self-destructive, which essentially and irreducibly thwarts the will of those that care for them.