Ghosts are said to be souls with a lingering attachment to the world. Anger and bitterness are not the only emotions that can accomplish such a thing; I believe that love or sadness can be just as effective.

[Not that he has any personal experience or... anything.]

At any rate, you should consider learning how to defend yourself should the situation repeat itself.