Towards the end of the Second World War a British artist called Kenneth Brill is arrested for painting near the village of Heathrow. Under interrogation a picture emerges as Brill tells the story of his life. Vanishing sees the world through the eyes of one of the forgotten geniuses of British Art, a man whose artistic vision is so piercing he has trouble seeing what is right in front of him.