(((((Kassie))))) I'm sorry to hear that he has chosen to respond in anger. What great news, though, that your supervisor is aware of the situation and is willing to support and protect you at work.
I hope that you have a plan for the hours of the day outside of work in case he decides to approach you at home or elsewhere.
Hugs and prayers, HG