Personality

From HelpWiki

Well personality only has really one use on this game, and that is for show settings, for more information on that go to the showing section.  All horses have a personality, unless you have a glitched horse.  Do not worry if your horse has a personality of mean, or angry, it does not really effect anything, like stated before, except show settings.

You cannot change your horse's personality.