If you normally use your stone with oil immersing in kerosene to saturation then wrapping it in an old towel and baking it at about 250 degrees for a couple of hours will raise embedded steel from the pores. As stated by others soap and water works to finish up and on a mildly embedded stone is probably all you may need.
