"One should love America when you win and when you lose," the House Democratic leader said as Republicans fell silent.
The Sugar Bowl between Georgia and Notre Dame will be played this Thursday afternoon at the Caesars Superdome in New Orleans.
Drew Allar threw three touchdown passes and Penn State bottled up Heisman Trophy runner-up Ashton Jeanty for the win.