My boyfriend caught me masturbating- i refused to show him what i was watching.he feels betrayed.what do i do?

i dont want him to see because i dont want him to think differently of me or have it change our relationship because i know it was stuff he would deff. not be comfortable with. i feel like i have my right to privacy but he fells like im keeping secrets from him. i dont know what to do!