Composition particularly useful for caring for and/or making up keratin materials, in particular the skin, in the form of a water-in-oil emulsion containing water and:(i) at least one or more, in particular C7-C14, volatile linear alkane(s), and(ii) at least one emulsifying silicone elastomer.