You can only try to solve it peacefully or by reasoning with him as it can't be removed as the system isn't moderated.
I wonder if the system needs a new model for it to work correctly. This is yet another time I've heard about someone getting negative trust for the wrong reason. Not saying that is the case just may need the attention it deserves so people aren't being misled by a false trade history.