I think defeat in tower should also give you the current item drop (whatever you got from the stage before you died) because it then at least incentivize people to keep doing harder floor to reduce its stat and keep climbing.
Right now, if you're stuck, you just don't want to keep going because the energy is too costly to bring the stat down by 2%.