web_app$ bundle exec gem uninstall GEM_NAME
For RVM users: you have to use this method if you've set up a gemset for your particular project. Running:
gem uninstall GEM_NAME
from the project folder will uninstall GEM_NAME
from your global/system level gemset instead of bundler's.