Out of the capital and heading north on a weekday morning is a very different experience from travelling on trains within Tokyo. They can be cold. Are nowhere near as regular. And seem to take an age to get anywhere.
But, a huge plus is that they are quiet. Incredibly so at times. Allowing one to observe travellers other than commuters, and wonder where they are going, as well as what they are going for.