"Severe Winter" is set in the Second Sino-Japanese War and revolves around Deng Zihua, an undercover spy who works for the anti-Japanese government body. However, matters become complicated when he is torn between his feelings for two women from different worlds, a Russian beauty and Luo Haiqiong.