In “Autumn in My Heart,” Won Bin’s character, Han Tae-Seok, is a wealthy and charismatic young man who becomes deeply involved in the lives of Yoon Joon-suh and Yoon Eun-suh, showing loyalty, determination, and emotional complexity as he navigates his feelings for Eun-suh and his friendship with Joon-suh.