Cosmetic composition comprising, in a physiologically acceptable medium: - at least water, preferably at least 5% by weight of water； - at least alkyl cellulose, whose alkyl residue comprises between 2 and 6 carbon atoms and preferably between 2 and 3 carbon atoms, preferably ethyl cellulose； - at least one non-volatile oil based on hydrocarbons, liquid at room temperature and atmospheric pressure, selected from: - C10-C26 alcohols, preferably monoalcohols； - optionally hydroxylated monoesters, diesters or tri esters of a C2-C8 monocarboxylic or polycarboxylic acid and of a C2-C8 alcohol； - esters of a C2-C8 polyol and one or more C2-C8 carboxylic acids； - at least a second non-volatile oil selected from silicone oils and / or fluoro oils or hydrocarbon-based oils other than said first oil； - at least one wax； - at least one gemini surfactant of formula (I): ** (See formula) ** where: - R1 and R3 indicate, independently of one another, an alkyl radical such that each of the group R1-CO- and R3-CO- comprises between 8 and 20 carbon atoms； - R2 indicates a spacer consisting of a linear or branched alkylene chain containing between 1 and 12 carbon atoms； - X and Y indicate, independently of each other, a group - (C2H4O) a- (C3H6O) bZ, where: * Z indicates a hydrogen atom or a radical -CH2-COOM, -SO3M, -P (O) (OM) 2, -C2H4-SO3M, -C3H6-SO3M or - CH2 (CHOH) 4CH2OH, where M represents H or an alkali metal or alkaline earth metal or an ammonium or alkanolammonium ion, * a ranges from 0 to 15 , * b ranges between 0 and 10, and * the sum of a + b ranges between 10 and 20； and n ranges from 1 to 10.Composición cosmética que comprende, en un medio fisiológicamente aceptable: - por lo menos agua, preferiblemente por lo menos 5% en peso de agua； - por lo menos alquilcelulosa, cuyo residuo alquilo comprende entre 2 y 6 átomos de carbono y preferiblemente entre 2 y 3 átomos de carbono, preferiblemente etilcelulosa； - por lo menos un aceite no volátil basado en hidrocarburos, líquid
