the one time I refused a search they proceeded to run me though a full DUI test (walk the line, breathalyzer) and when I passed that wrote me tickets for tail ight and failure to stop (rolling stop). Be brepared for shit when you refuse.
If you know nothing is to be found, it is easier to sign away your rights.