Was looking for the answer myself tonight and found the solution. I also didn't have the "Newest in Rhode Island" link until I went into the account details page and added my mailing address to my account profile. As soon as I saved it, the link was on my profile page. I also learned that you do not need to list your entire address, you can put just the city/state or just just the state.
Happy Caching...
Stewj