Of the various sins committed by Roosevelt, Keynes et al, it is the fact that their policies worked that is the scaries to the "conservatives." Note how a return to more "orthodox" (read: non-interventionist return to 20's-style) slows the recovery.
If you don't believe me, ask Brad Delong, he's the guy I stole this chart from.