What is HIV Stigma? HIV stigma is negative attitudes and beliefs about people living with HIV. It is the prejudice that comes with labelling an individual as part of a group that is believed to be socially unacceptable. Stigma can manifest itself in lots of different ways. Sometimes it's subtle, other times it's more obvious.