These small towns would still be an hour+ away from large cities, even with European speed high speed rail.
Like for me, the nearest "big town" is about 100 miles from me, which is about a 2hr drive. And, at least from some quick googling, it looks like most commuter rail in France tops out at about 100mph. A train would not bring in more people haha