If you are already staying at the PH and you need to leave then return a few days later to re check in I'd say with almost 100% certainty you will have no problems leaving bags.
It does seem odd to stay at the top end of SYD accommodation yet look to fly the cheapest airline (which probably won't end up being the cheapest due to all the extra costs).