On 31 March 1923, Alma Cummings put her feet into a bowl of cold water. Then, tired-eyed but smiling obligingly for the photographer, she held up her dancing shoes. There were holes in both soles. Cummings had just finished a 27-hour stint of waltzing at a Manhattan ballroom, wearing out not just her shoes, but six male partners in the process.