BRUSSELS—As the British government convulses over Theresa May’s Brexit deal, its negotiating partners in Europe are watching with anxiety, tempered by a flickering hope that the U.K. Parliament might yet decide the pain of Brexit isn’t worth it.

European Council President Donald Tusk voiced that hope on Thursday when he said the European Union is prepared for a quick deal or no deal at all but is “best prepared for a no-Brexit scenario.”