Do I have to let people see what items I've bought?

Nope! By default, your album is private. You can go to the Management page to make it visible to the public. Or, if you're a little embarrassed by the fact that you bought a Twinkling Pink Tiara and only want to show off your macho Space Trooper gear, you can hide individual items, too.