What if they weren't sad? What if they were depressed, but the cause of their depression was situational rather than a chemical imbalance? Isn't that possible?
Here's a real mind bender. In social anxiety (at least), people on the same antidepressants will have detectable differences in neurochemicals based on if they were told the pills would work, or won't work.
Mind bender.