Sweeney's next season would prove to be even more action-packed as he played in 44 of Hartlepool's 46 league matches. He received his first red card against Milton Keynes Dons after a tussle with Izale McLeod but he more than made up for it when he scored his first hattrick against Chesterfield in his next appearance. Sweeney's deceiving runs from midfield enabled him to get in behind opposition defences and this helped him to notch up 12 goals for the season, making him Hartlepool's highest scoring midfield player. This made him one of the front-runners for both Hartlepool's Fans' and Players' Player of the Year, but he missed out to Joel Porter and Adam Boyd respectively.