Cocktail, please. But we want you to feel comfortable, so if those shoes are too high or that top button is too tight, let it all hang loose. It's important to note that there will be grassy areas, so it's best to wear a chunky heel, wedges, or flats.
If your invitation says “and Guest,” then yes, if not, we would prefer if it was just you.