Look in Configuration :: Shipping/Packaging. What settings do you have for
Package Tare Small to Medium - added percentage:weight and Larger packages - added packaging percentage:weight

I'm betting that they're not set to 0:0 (which adds no weight to the value you've set for the products' weight).