During the government of Horacio Vásquez, Rafael Trujillo held the rank of lieutenant colonel and was chief of police. This position helped him launch his plans to overthrow the government of Vásquez. Trujillo had the support of Carlos Rosario Peña, who formed the Civic Movement, which had as its main objective to overthrow the government of Vásquez.