In my experience, at least manual handbrakes tend to freeze in the "brake engaged" position. If it's frozen in the "brake disengaged" position, you won't be able to turn it on, and you definitely notice it (the lever won't budge then).

Not sure how this applies to electric hand brakes, but I would hope they have a sensor to detect if the motor has engaged the brake or if it's just stalled out.