PROBLEM TO BE SOLVED: To provide a pharmaceutical composition, food and drink composition or food and drink additive for reducing high fat diet palatability.SOLUTION: The present invention provides a pharmaceutical composition, food and drink composition or food and drink additive comprising 4-phenylbutyrate or γ-oryzanol.SELECTED DRAWING: None