Hi luxlumini. Welcome to the forum 
Try pressing Ctrl+Alt+F1 to get into text mode. Then login as the normal user (the one that can run sudo), and run this commands to free some space:
Code:
sudo apt-get clean
sudo apt-get autoclean
sudo apt-get autoremove
Then reboot by runing:
Hope that helps. Let us know how it went.
Regards.
BTW: you don't need to unlock root to run a graphic application as super user, instead of gksu, use the command gksudo, which is just like sudo for GUI apps.