What would you say about trying to identify a potential co-founder's underlying motivation (money, experience, small team/flexibility, fame, actually caring about the market, etc.) for joining a start-up?

I'm actually asking from the perspective of a technical person who finds it hard to trust/gel with potential non-tech founders, but I thought perhaps you had some thoughts :)