A number of differences really. If you are surprised by something you might be either, but shocked is, I think, stronger. If you are shocked you might be horrified or disgusted. You could be stunned in a pleasant way. Mrs Trump is a stunning woman, for instance. Of course you can receive an electrical shock or be stunned by a blow. I'm stunned that you would ask such an interesting question but not shocked!