Set in a magically surreal world, the movie tells the story of an aspiring trapeze artist who discovers a cryptic letter her father once wrote directing her to a goldmine in the California desert. Upon arriving in a mysterious town, she finds herself at the gates of "The Beautiful Place," a house occupied by retired vaudeville stars (Nelson and Rampling).