Near the bottom he does show the results of running it on 100-D Rastrigin (and mnist before that) with stats and plots. Or do you mean something more complex even than that?
Well, the point of the guide is the nice 2-D visualization. Which he cannot do for the 100-D problem of course. It would be nice to make the same guide but with a harder 2-D landscape.