In this paper, we present research on New Zealand secondary teachers' perspectives of teaching and learning mathematics during the COVID-19 pandemic of 2020--2023. We use narrative analyses of interviews to explore the perspectives of eight participant teachers. COVID-19, and its resulting restrictions, were found to impact student-teacher relationships, teachers' ability to provide mathematical explanations and support students' learning, and students' engagement and participation.