The invention relates to a makeup composition comprising a) at least one liquid fatty phase structured with at least one semi-crystalline polymer having an organic structure, whose melting temperature is greater than or equal to 30° C., b) a colorant and c) a volatile oil, the liquid fatty phase, colorant, volatile oil and polymer forming a physiologically acceptable medium.This composition is in the form in particular of a stick which on keratin materials, particularly the lips, lays down a glossy film which does not undergo transfer to objects with which the keratin materials come into contact.