Paterski edged out France's Pierre Rolland and Belgian Bart de Clerq to claim the 185.2 kilomtre stage around Calella in a time of 4hr 33min 40sec.
Former Tour de France winners Chris Froome and Alberto Contador were among the chasing pack that finished 2min 40sec behind the leaders.