Premium vs. Conventional
The fares on the NEC Regional Trains (also commonly called "conventional" trains) are much lower, and thus those operations do not pull in the same yield as the premium-priced services.
Now, Downeaster and Keystone are supported by Maine and Pennsylvania, respectively. With these state support payments, it can roughly be said that Amtrak as an entity does not lose much money on those types of services.