Found the solution and it is 'bad'. In the Messages+ app info screen (not Settings) there is an option 'Send Premium text message'. If that is checked I can send messages with WiFi off. The options are Ask, Never allow and Always allow. I set it to Ask. The problem is even with WiFi on it still...