Maybe you could start with a gentle natural remedy like St. John's wart or 5htp to lift your mood, and then when your mood lifts a bit you could do other things to put you in a positive mood and get rid of the negative thoughts. Like listening to up lifting music, meditation/prayer, exercise, volunteering, reading ...