Good for you! I think of multiple subs in a couple ways:
Like room vents for heat — the more you have, the more even the dispersion. Just the temp you want without any fanfare from any particular vent.
In terms of cancellation. There were some things I simply could not achieve without the subs *interacting with one another,* using phase to help mollify difficult non-room generated bumps.