I think most of us mean "a lockable cabinet"
In other words, a lockable Stack-On steel security cabinet is just fine to store your overflow (10/22s, Remington 870, etc), IMHO.
They're cheap, so you can buy a lot
They're low profile, so you can stash them in many places throughout your home...