Explore details about location Cypress Lake Drive. Cypress Lake Drive is a location situated within the Baton Rouge alongside other areas such as Jefferson Avenue, Letitia Street, South 11th Street. Additionally, some smaller parts of Cypress Lake Drive include specific areas like Cullen Avenue adding to the diversity of its landscape.