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This paper deals with determination of a penalty matrix that should represent differences between various communicative functions. These are supposed to describe expressivity that can occur in expressive speech and were designed to fit a limited domain of conversations between seniors and a computer on a given topic. The penalty matrix is assumed to increase a rate of the expressivity perception in synthetic speech produced by unit selection method. It should reflect both acoustic differences and differences based on human perception of expressivity.