In For the Emperor, disgraced baseball player Lee Hwan, played by Lee Min-ki, navigates the treacherous world of loan sharking after a match-fixing scandal ruins his career. Under the mentorship of gangster boss Jeong Sang-ha, Hwan rises through the ranks, but as he becomes embroiled in crime and power struggles, he must confront betrayal and loss, culminating in a deadly rivalry.