The article examines the meaning of a biblical passage in the Book of Genesis concerning the return of a dove to Noah with a plucked-off olive leaf in its bill. The interpretations of early scholars about the use of male and female genders in the said verse when describing the bird are discussed. The symbol of the olive leaf as a new life for the people after the flood is explained.