I'd like to have some privacy with a friend
What kind of privacy do you need?
I'd rather not tell you.
If you need privacy from others then you should get it. People are expected to respect other people's privacy.
I just enjoy being with my friend in private.
I can understand that. You have the right to privacy just like everyone else.