He told the BBC the event was an opportunity to highlight that anyone can suffer from mental health issues.
Footballer Rio Ferdinand, athletes Dame Kelly Holmes and Iwan Thomas, and cyclist Victoria Pendleton - some of whom have spoken publicly about dealing with depression - were at the event.
Prince Harry formed Heads Together with the Duke and Duchess of Cambridge to bring together leading mental health charities.