In 2002 with the Nittany Lions, Robinson shifted around the offensive set from quarterback to running back, slot back, and split end to utilize his talents. He showed great running ability and helped spark the diversified Penn State offense. He started at tailback against Michigan and at slot back against Auburn in the Capital One Bowl. Robinson was Penn State's second leading rusher in 2002 with 263 yards and six touchdowns on 50 carries. He caught nine passes for 44 yards.