They've done studies on that the world over. Whereever you go, people who have never seen a snake or spider get stressed when they see one. Babies in northern Europe stress out at a picture of a snake.
I say you'd be less scared of that snake if you actually wanted to mow the grass. You can get used to anything if there's something you want real bad associated with it.
