Same thing here- I'm on 4.3 and there's no intuitive way to shut off the alarm :( My wife who's not a techie just gave up.
For example, the phone is on standby and the alarm goes off, I press the power button to get to the lock screen. Unlock the phone. But how do you turn off the alarm...