Was it dumb of me to reject the job offer I received?

Sorry, but your sense of entitlement of a better job is getting in the way of your ability to support yourself. ANY job is ALWAYS better than no job at all. Holding out for a job in this economy with 9% unemployment is not a good outlook to have. You accept the $10 job and then quit if you get the $17 one.