Unreliable narration as a major narrative method plays a significant role in modern narratology. This paper will make a study of unreliable narration with stylistics in Kazuo Ishiguro’s famous work The Remains of the Day, which won the Booker Prize in 1989. From the perspective of language itself, including three aspects, ambiguous words, double negatives, and parentheses.