Board Thread:General Discussion/@comment-212.118.232.156-20131207163640/@comment-4787430-20131207181710

Your stolen items will be in the confiscated items chest in the jail. So, while those stolen items won't be returned to your inventory upon your release (or jail break), you can still attempt to steal them back from the chest when a guard is not looking.