>The system uses on purpose those simple words, since they are "tellers" of the style of the user in a context independent way.

Yes, that's good! I didn't state my interest clearly, though. I'd like to see the "analyze" result with the stop words excluded, not for the style comparison part, but for the reasons you state and others.