In a medium saucepan, combine packed brown sugar, 1 cup water, and butter. Bring to boiling. Stir together cornstarch and 1 cup water. Add to brown sugar mixture in saucepan. Cook and stir until thickened and bubbly. Cook and stir for 2 minutes more. Remove from heat. Stir in vanilla. Cover surface with plastic wrap. Cool completely.