Please enlighten
It was supposed to be a federation of mostly autonomous states. The word "state" in fact is normally used for a sovereign nation.
This is the concept referred to by the word "Federalism", so "strong Federalism" would be a form of government with powerful states and less power in Washington, not a stronger Federal goobermint. I fully agree with you that this would be a good thing.