I really believe hatred is not a primal emotion, in that you can't find it in nature. It's basically some kind of distortion of fear.
Whether the psychological effect of color is direct. . . or whether it is the outcome of association, is open to question. The soul being one with the body, it may well be possible that a psychological tremor generates corresponding one through association.