See How to Access Advanced Startup Options in Windows 8 for instructions on the six different methods to open this very helpful menu of repair and troubleshooting tools. So the first thing to do, then, is to open the Advanced Startup Options menu.
Safe Mode in Windows 8 is accessible from the Startup Settings menu, itself found on the Advanced Startup Options menu.