This is an old thread buuuut.....My cat Baci does this as well. Personally I find it cute and it makes me smile.
That said if it really bothered me 14+kitties suggestion of clapping hands and a loud "no", seems like a good idea.
Seems to me that cats do not get hurt feelings...actually that's a cool concept and I'm going to post a new thread. Thx!