i don't believe all emotion is a choice at ALL. i recognize that you can choose what to do with it AFTER it presents itself to you, but the raw emotion that's the effect from some cause is not a choice at all.
Yeah how a person feels has a lot to do with the amount of serotonin and such.
We aren't real, we're just chemicals.