the constitution debate at philadelphia caused two groups to form: the federalists and the anti-federalists. the federalists wanted a strong central government. the anti-federalists wanted the state governments to have more power. the vote on the new constitution was passed on a promise by federalists to support a bill of rights to be added to the constitution.