I would recommend using a pseudonym for the person and even using an identifier different that "partner" to make it more anonymized. Do ask your partner if it is okay to use this anecdote as it is their story, too. Also consider whether having a partner who experienced this stigmatizing event in some way tarnishes your reputation and could cause unconscious bias on the part of a reviewer.