The present invention relates to a composition in compact
powder form, comprising at least: a) a pulverulent phase in an amount of greater than or equal to 35% by weight relative to the total weight of the composition, b) at least one hydrophilic gelling agent, and c) at least one organopolysiloxane
elastomer, and d) at least one emulsifying
system comprising: i) at least one
nonionic surfactant with an HLB value of less than or equal to 8 at 25 °C, and ii) at least one lysophospholipid, and e) at least one non-volatile oil; said composition being obtained from an
intermediate composition comprising, in addition to ingredients a), b), c), d) and e), water in a content
ranging from 30% to 60% by weight relative to the total weight of the composition, via a process comprising at least the following steps: 1) injection into a mould, preferably via its base, of said
intermediate composition, and 2) removal of the water from said
intermediate composition, preferably at least partly simultaneously with said injection step.