Not a Love Story is a crime thriller drama that was inspired by the 2008 murder case of Neeraj Grover. The movie revolves around Anusha Chawla (Mahie Gill), an aspiring actress, and her boyfriend Robin Fernandes (Deepak Dobriyal). The two are arrested by the police for murdering a television executive and are charged with homicide and destroying the evidence.