Run down to your local auto parts store and pick up a "Gorilla Wrench." It has an extendable handle that will give you enough leverage to easily remove the tightest lug nuts, yet collapses into a size easily stored alongside your jack in whatever cubby hole your car provides for that purpose.
I have one in every vehicle.
Thanks Yo-Yo, not a bad idea.