A passionate LGBTQI+ advocate, Alexander worked on a documentary called Growing Up Gay in a Straight World: Olly Alexander with BBC Three back in 2019. The three-minute film explores the relationship between mental health and the LGBTQI+ community, following Alexander's own experience with anxiety and depression.