The phrase is traced in modern usage to drama theorist
洪深's
《电影戏剧表演术》 (Techniques of Film and Drama Acting, ch. 3): what makes acting move people is the actor's sincerity - what we call
假戏真做. Originally a praise of actors who fully commit to fictional roles.