A political and electoral system can have elections that are fair in principle but tend to produce results few are happy with in practice even when they voted for the winner. Is that democracy? Well, maybe, but I'd argue it's not doing democracy very well.
US presidential elections come to mind; the likely nominees of both major parties are viewed unfavorably by a majority in polls, but one of them is almost certainly going to win.