It's all but impossible to force yourself to be happy when your brain is chemically forcing you to be depressed.
It would be awesome if a magic pill existed, but for now the most effective way to reboot your brain chemistry might just be exercise. I joined my local gym, and made myself go regularly by promising myself that I'd only ever listen to my favourite podcasts while in that building.
I now consider myself fully cured.