No, you just get a single die at Level 2 and a second at Level 4. They are shared by the party.
From the 1.5 (draft) Rules:
Finally, the level card indicates how many free heroic dice the party gains in every encounter and boss fight round. The party chooses which hero rolls the bonus heroic dice each time.