How athletes are portrayed on social media can influence sport participation among girls and women. An analysis of tweets during the 2018 Commonwealth Games shows that gender differences persist in athlete representations. Even seemingly neutral words, like “dedicated” and “hard working,” can have gendered connotations. Strategic use of social media during large sporting events can help foster a more inclusive sports culture.