Apology for raising their voice is something a female might do...
Not in my experience.
Who writes page-long emails after screaming on the phone for half an hour?
“Apology for raising their voice is something a female might do...”
Why would the woman apologize, when it was clearly your fault she had to raise her voice. Always.