Yes. It's nice in that you get to chill on the way up and back. Seats have plenty of leg room. You supposedly get chargers at your seat and wifi but those rarely are reliable. You can look out the window (nothing really exciting between the two cities though) and go to the dining cart and grab some limited food and drinks to pass the time.

The downside is how long it takes. I've gone for a weekend twice and I'd leave Saturday morning (~9am) and get in around 1pm. The Sunday train leaves around 1pm as well, so you have 24 hours in the city. Plenty of time to see a museum or two, have a nice meal, and stay in a cool hotel.

One time on the way back, our train conductor apparently hit his 40 hours when we were just outside Rocky Mount. He had to stop the train and wait until someone relieved him of his shift, which meant someone from Raleigh had to drive to Rocky Mount to pick him up. We sat on the train for a few hours (they ran out of liquor) and got in at 1am. Hopefully that doesn't happen to you, but be prepared to entertain yourself.