In my experience it’s not always something you just “are”, like being gay. Personally I do feel like it’s something I’ve always been, but I know many people that don’t feel that way.
Generally, if you identify as a furry then you’re a furry. If you want to stop identifying as a furry then you can stop identifying as a furry. If you feel like it’s deeper than that then you can come to terms with whatever that means for you.
In terms of a test, just expose yourself to some furry-related media and see if you like it. From the tone of your post I’m going to guess you might have a negative bias towards furries, so it might be a little harder to get past that initial kneejerk feeling to figure out what your own real feelings are.
Above all, if you haven’t interacted with the furry community before you should know that literally anything you want to identify as will be welcomed here. Furries are the most radically-accepting group I’ve ever seen. Be yourself and we’ll celebrate it with you.