Olympic Peninsula Syllabification: (O·lym·pic Pe·nin·su·la)Definition of Olympic Peninsula a region in northwestern Washington, on the Pacific Ocean and Juan de Fuca Strait. The Olympic Mountains and Olympic National Park are here.