You can speculate about their motivations. That's your right, but we do have the treatises, publications, propaganda, and letters.
You may believe that there was some simple, secret reason, but certainly for the vast majority, it was ideological. The people actually fighting were in on the idea. Those who weren't fled to Canada, where even Toronto was a couple of farms and cabins at the time