This just happened to me – started playing after a small hiatus and downloaded a new version of the client only to be confronted with an non-responsive dock icon.
BUT in the 5-10 minutes it’s taken me to search for answers, and find this thread the launcher window just popped up. In short, have you tried waiting a (surprisingly long) time, as it may just be taking a while to start?