Personality

From HelpWiki

Well personality only has really 1 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.