Large sedans are actually very profitable, especially luxury ones. They do not cost very much more to make than smaller cars, but they are allowed to charge a large premium simply because they are slotted higher.

Just look at the Town Car, it's just a Crown Victoria with different sheetmetal, yet they Ford charges twice as much for them. That means lots of $$$ for each sale.