You can buy Style Decor items from the shop. However, unlike regular items, they have to be built first. To build style decor items, you need special collectibles that can drop from VIP order gifts. Once you have the required collectibles, it take some time to build the item, and will become fully accessible after a brief delay. You also gain style decor points for each such item.