Because the division line is shifted, the term "party" means something entirely different. So, yes, in one party state there are still groups within it, with different beliefs about things, and they work toward consensus using voting. Street protests are just one of the forms of democracy (and they are often organised by party).

As for privacy in the western sense - does this include USA, with no personal data protection at all?