Agreed you should try to check your luggage through.
Here is the link to a very good guide to PHL from the US forum: http://www.flyertalk.com/forum/us-ai...a-airport.html

That guide confirms that there is no luggage storage at PHL unless you have access to the US club; you could leave your luggage there "at your own risk."