To legally hunt with a handgun in PA you either have to have a valid concealed carry permit or a sportsmens permit to do the same. Check the current hunting digest you received with your license.
Thinking of renewing my CCW for a similar reason. Picked up an old model single six this week and want to carry it on woods walks.