American Sidney Rittenberg arrived in China near the end of World War II and joined the Chinese Communist Party. Once close to senior leaders, he later endured sixteen years of solitary imprisonment before returning to America.

Sheng Lan, a lonely factory worker in Dongguan, finds solace in her secret love for Xiaoshan. After his sudden death, she unknowingly summons his ghost and is drawn into an increasingly dark emotional world.