did you install it?
i had the same problem, i downloaded the the creative cloud and then downloaded adobe after effects and it starts like its going to open and then just flashes and doesn't do anything. I've also tried opening it through the window finder as well and nothing happens.
You need to manually apply the 12.2.1 update from the Download pages. Known issue on OSX 10.9.2/.3