To clarify this example, the capacity of the train doesn't change when a ticket is bought on the day of travel, so the higher pricing is simply because they can

To clarify this example, the capacity of the train doesn't change when a ticket is bought on the day of travel, so the higher pricing is simply because they can, not because it costs more to add necessary capacity.