This has happened to me (and others, I suspect). Personally, I can't tell if there's no trigger at all or whatever trigger exists is unfelt or sensed.

Depression is just that kind of illness. Even as a person suffering from epilepsy can have a seizure with no or little warning, those parts of our brains that govern mood can shift suddenly.