For fun, I just now checked the available tickets for Friday April 21st (the furthest Friday in advance that I could order) and here are the available trains for that route from 6am to 2pm:
As Marasan said, the faster 2-hour trip tickets will most likely be snapped up, but if you have to ride the train for 4-5 hours, at least it’ll be along the beautiful east coast.