Ok, found the issue. Your exist key in the AAE emulator can't be the same as your exist key you have set in Rocketlaucher.
What causes the issue is exiting the emulator through it's proper exit key. If you set a different key in Rocketlauncher to exist your emulators, then Rocketlauncher just terminated the AAE emulator task and bring you back to hyperspin normally.