Head right when you are outside of the office. The gate that was powered down is now on. Use both hands to open the gate. Swing across the gap and walk forward through the white door at the end of the hallway. You will enter a large room. Inside this room you will see Poppy standing by a large hole. Walk over towards her and she will get grabbed by a long arm. Jump down the hole after her.