Arduino LED lighting up when signal is reading low on multimeter
You left pin 3 floating. The multimeter will lower the voltage, resulting the the led lighting. Try enabling the pull-up resistor in pin 3 by adding pinMode(3, INPUT_PULLUP).

PS you might want to add a resistor in series with that led, or it will burn out and/or damage pin 3 on the arduino.