The present Invention is directed towards a cosmetic composition for making up and/or caring for keratin materials, in particular the skin and/or the lips, comprising:—at least one aqueous phase gelled with at least one synthetic polymeric hydrophilic gelling agent; and—at least one oily phase gelled with at least one lipophilic gelling agent; said phases forming therein a macroscopically homogeneous mixture; said composition also comprising at least one soft-focus filler.