Really its hard to say until you isolate the problem. Lean on the trunk lid and see if it still rattles with your added body mass. If it does, it can be solved with a layer of Dynamat.

Your rear deck could also be rattling, third brake light, and rear seatbelt mechanisms. Do you have a spoiler?