He's said this before (for example, in the interview with Sarah Lacy at SXSW). His statement echoes Larry and Sergey's 20 year commitment to Google.
It seems reasonable that Zuckerberg is telling the truth. He will get rich no matter what, and the desire to Do Something Great is an almost overpowering driving force for some people.