If you have any interest in beer and an hour or so to kill, you could certainly do worse than checking out the Kirin Brewery in Yokohama, which is about a half hour train ride from Tokyo.
For one thing, you can’t beat the price: it’s absolutely free, and they give you a bunch of beer to sample.