Shop rates, (fha will always be some what higher because it is a riskier loan for lender). That spoken loan officers quote different rates and because you were pre approved by one does not meam you are obligated to use that one. If you wish to pull out after signing contract there is only one person to talk to. Your attorney!
Once a contract is signed its the attorney who is in control of the transaction. Good luck and Happy Holidays!