Perhaps you could tell him that one of the problems with depression is that nothing is joyful anymore. Even hobbies that are age-old favourites lose their appeal. I agree with sky that he probably needs to tackle the cause of the depression, not just distract himself from it, though being active wouldn't hurt.
He is lucky to have such a caring friend. I think it's great you're trying your best to help him.