The invention relates to a physiologically acceptable composition, especially a cosmetic composition, containing: at least one structuring agent selected from the group consisting of a polyorganosiloxane-containing polymer, a non-silicone-polyamide copolymer, a wax, and mixtures thereof; (b) a hydrocarbyl-functional silicone polymer; (c) optionally, at least one silicone film former; (d) optionally, at least one volatile oil; and (e) optionally, at least one pigment.