As I understand it, the NRSC's rule is that in a primary, they always support the incumbent.
I believe the only exception they ever made was in '02 was when they backed John Sununu over Bob Smith.
As I recall Bob Smith had left the GOP, too, so that made sense--he wasn't Republican. But what is their rule when there IS no incumbent?