Closing Notepad++ tabs on closing application

Settings > Preferences > Backup > Uncheck Remember the current session for next launch

As an update for anyone that was looking for the answer to this as I was, the latest version of Notepad++ (v. 6.6.1) has this option under:

Settings → Preferences → Backup → Check "Remember current session for next launch"