Yellow mustard is usually made with turmeric, to give it that bright yellow color. Maybe that's the flavor you don't like.
I doubt that it's the turmeric. I don't mind the flavour of turmeric. I was wondering if maybe it was the combo, but then I think I would have noticed that flavour in some Indian foods that have both mustard and turmeric.