Chipman (1979) proves that for an expected utility maximizer choosing from a domain of normal distributions with mean mu and variance sigma2 the induced preference function V(mu, sigma) satisfies a differential equation known as the heat equation. The purpose of this note is to provide a generalization and simple proof of this result which does not depend on the normality assumption.