Following the line of reasoning in Correspondence Bias, because it's probably much more likely that someone who seems to you to "be an angry person" has just had a bad day.

According to our current understanding, significant mood altering mutations are much less common than many other more probable causes of anger. This is one of the reasons gene therapy is not typically suggested as part of treating anger management issues.