Yes, Vitamin B12 deficiency can cause numbness in the face. This is because Vitamin B12 is important for maintaining healthy nerves and nerve cells. A deficiency in Vitamin B12 can cause nerve damage, which can lead to numbness and a tingling sensation in the face, hands and feet.