I was under the impression that the northeast corridor is actually profitable on its own, and keeps the rest of the system from losing even more money

That too. Yes. To a first approximation Amtrak makes a fair bit of money on the Northeast Corridor which is then loses it pretty much everywhere else in the country. (There may be a few city pairs that are profitable but not many.)