Brief stay at nearby hotel using 72 hour visa-free transit

My wife, son and I have a six hour transit to do in Guangzhou next week. We are planning on spending a few hours in a hotel very close to the airport. Will we be able to leave our hold luggage with the airline (as if we weren't leaving airport) as it will already be checked through to Auckland? Thanks.