I want to know that what will happen if someone did a negative trust for other member without any reason then will it remains -ve trusted user or mod can remove -ve trust status of that user.
Trust is not moderated, so yeah all ratings remain. You can modify your trust list however, which will result to feedback from accounts that are not in your trust list being displayed as non-trusted.