If you don't mind me asking, is there anything you can identify in the days/weeks before you become depressed, such as working long hours for a long period, boring work, excessive negative emotions, etc.

It's not that I don't believe your depression is endogenous, I'm just curious. I was in a similar position to you until I looked closely at my life and identified the factors that were causing my depression/CFS.