I've only read the abstract, but this paper says eating fruits and veggies makes you happier. Actually, to be clear, they do the rare honest thing and don't claim it's causal, they just identify an interesting and apparently robust partial correlation.
So, clearly, it's causal. Be vegan, be happier. I'm sold.