L.M.
You could have an outdoors party where the kids can just run and play. Then have a cake with one of the themes you noted she likes.
You could have a book themed party (books in general or themed after her favorite book).
You could have a game themed party (use game pieces as decorations for the party and the cake) and have the kids play different games (or have stations where they can all rotate).