I read in Zinn's book that after lubing the chain, you should wipe it down with a clean dry cloth.

He said you want grease in the recesses of the links, on the outside of the chain there is no need for the grease, also, grease is sticky so that dirt will accumulate. And that dirt can work it's way in between the links and cause wear.