You're simply missing the fact that by definition there won't be any case where you see the LED being turned off 1 second before you push the button. If you see

You're simply missing the fact that by definition there won't be any case where you see the LED being turned off 1 second before you push the button. If you see the LED being turned off, you won't be pushing it the second later.