If your are carrying an iPhone iOS 8.3 or higher, you could long-press the emoji that you think is too yellow for you, and then select a decent color. Try it.
If your are carrying an iPhone newer than iOS 8.3, you could long-press the emoji that you think is too yellow for you, and then select a decent color. Try it.