The term NEW ___, CONN. is completed by the six-letter word 'CANAAN'. CANAAN is a town in Connecticut, located in Litchfield County. It was incorporated in 1858 and has a population of over 1, 800 people. The town is known for its rural atmosphere and its proximity to the Appalachian Trail.