That's what it looks like. I see the sticky about old launchers needing to update, but I don't have the update message and there's no option to update. So I dunno what to do. It just stays like this forever. No action on the loading bar, no updates currently downloading, nothing.
Are you trying to launch PS2 from Steam? It doesn't really work properly. Launch the game directly from the Exe without using Steam.