Torres began playing as a goalkeeper, the position his brother played in. At age seven, he converted to playing as a striker for his neighbourhood club. Three years later, when he was 10, he progressed to an 11v11 team called Rayo 13. He was one of three Rayo 13 players to earn a trial with Atlético Madrid. He impressed the scouts and joined their youth system when he was 11 in 1995.