After I sign in to the store, there is a bar going across the top with different options.
When you select "My Account" you will see this:
- My Account
- My Account
- My Wishlist
- Log Out
- Newsletters
From there I click on Wishlist and it takes me to my wishlist without having to add anything. And from there you can change your preferences, like Must Have, Like to Have
Hope this helps