Born and raised in Burlington, Ontario, Harmer gained her first exposure to the musician's lifestyle as a teenager, when her older sister Mary started taking her to Tragically Hip concerts. At the age of 17, she was invited to join a Toronto band, The Saddletramps. For three years, she juggled The Saddletramps with her studies in philosophy and women's studies at Queen's University.