A new and distinct cultivar of Lobelia plant named ‘Sunlobe Torebu’, characterized by its outwardly spreading plant habit vigorous growth habit freely branching habit dense and bushy plant form freely flowering habit relatively large dark violet blue-colored flowers with white-colored centers and good garden performance.