Rock candy crystals may be small if the sugar solution is not supersaturated with sugar. You want to make sure that the water is completely packed with sugar when you simmer the two ingredients together. Keep adding sugar until it no longer dissolves in the hot water. You will be surprised how much sugar you can pack into the water! Get as much sugar in as possible to ensure large sugar crystals.