It's not just you feeling that way. Luckily I found someone who supports me. He may not always like it, but he appreciates that I have a good job and that I earned it. Also, I stand behind his decisions as well.
I'm not sure why a lot of people feel the need to frown on their significant other work EMS. I'd move on and find someone who supports your decisions.