Fly the go-around for the runway you are landing on! For all you know, you may have been swung over to the other runway so a departure can take place on the runway you were approaching on. So if you do the original go-around, you would be turning over the departing aeroplane. It would be common sense to advise you were 'turning right on the go-around'.