I am fighting with my nervousness. "Butterflies" are what we call that funny feeling in your body when you are nervous about doing something

What is the context? Very likely, "butterflies" here is short for the phrase "butterflies in my stomach." The phrase refers to a specific kind of nervousness one gets, particularly when about to speak or perform in public.