The computer actually starts normally without safe mode... just that one time today it seemed like the hard drive was spinning but nothing was happening.

No new software recently other than the normal windows updates. Only USB devices connected are the mouse, keyboard, printer.

.... actually, only software that I have recently installed is Google Chrome, but I got the BSOD a once or twice prior to that.