Weekday Amtrak Regional 176 (or 014 in NS-speak) storms North on a Clear through the "Red Hill" CP. The Washington District hosts a variety of passenger services over various stretches and there is planned growth with even more Regional service to southern Virginia on the books.
With Northeast Regional trains, Auto Train and long distance service to Florida, New Orleans and Chicago, a lot of train riding and train watching can be had.