He made his first-team debut against Écija Balompié as a starter, in a Copa del Rey game on 25 October 2006, because of injuries to defenders Fabio Cannavaro, Cicinho and Míchel Salgado.

[6] He kept his place in the side the following week against RCD Mallorca, with that performance leading coach Fabio Capello to state: "It is not easy to find a player with as much personality and talent in attack and defence as Torres".

[7] On 10 February 2007, against Real Sociedad, Torres made his first assist: after a quick run on the left flank he provided a left-footed (he was right-footed by nature) cross for Ruud van Nistelrooy, whose header found the net as Madrid came from behind to win it away 2–1.

[16] Torres was challenged by new signing Juan Valera for the right-back position in the 2011–12 season, under new manager Luis García,[17][2] but still contributed 23 league matches as the Madrid outskirts team again retained their status.

[21] During his later spell at the La Rosaleda Stadium, Torres suffered several injury problems and was also deemed surplus to requirements by manager Juan Ramón López Muñiz.