The few times I have been in this situation, I took a cue from employers who did not hire me. I would say things to the effect of, "Thank you for the kind offer but I have decided to pursue another opportunity at this time." Tends to difuse any bad feelings becuase it cues in a portion of an HR managers brain that they use to execute a refusal to hire.

Psychology, it's not just for breakfast anymore!