Rubbing alcohol is great for dissolving dried on oil. It works pretty well for screwing up shellac topcoats like your machine has too. Be careful not to get the alcohol on your machine. I'd take the foot off and soak it in alcohol then wipe it down good. If it's still dull after it's clean maybe hit it with some Brasso or Liberty metal polish.
Rodney