How do I put away furniture and how does the furniture inventory work?

Simply tap on an item in your game and then drag it down to the bottom of the screen to return it to your inventory. Any items already owned will be shown by a little number in oval and any items you do not yet have are indicated by a little price tag with the token symbol and cost amount on it.