Neil is right (that actually caused me physical pain to say!
). The motor doesn't turn. The ESC is probably sending pulses to two opposing phases at once to keep it from moving. However, I have seen the motor move slightly when it beeps, but it seems to depend on where the rotor is sitting at the time.