The invention relates to a composition comprising, in a physiologically acceptable oily medium, 4-(3-ethoxy-4-hydroxyphenyl)-2-butanone and a solvent with solubility parameters in the Hansen solubility space such that 4.5<;δa<;7 and 14<;δd<;22. Use for caring for, making up and cleansing keratin materials.