Do you know that in Rome, at the end of the Mass when the Pope is processing out, the congregation always claps and cheers him on. Quite enthusiastically, too. And it's not just the Pope. I went to a Mass celebrated by Cardinal Ruini and they did the same thing with him.
Mass is not a performance or entertainment, it is the highest form of prayer.