COVID-19 mitigating practices such as ‘hand-washing’, ‘social distancing’, or ‘social isolating’ are constructed as ‘moral imperatives’, required to avert harm to oneself and others. Adherence to COVID-19 mitigating practices is presently high among the general public, and stringent lockdown measures supported by legal and policy intervention have facilitated this. In the coming months, however, as rules are being relaxed and individuals become less strict, and thus, the ambiguity in policy increases, the maintenance of recommended social distancing norms will rely on more informal social interactional processes. We argue that the moralization of these practices, twinned with relaxations of policy, may likely cause interactional tension between those individuals who do vs. those who do not uphold social distancing in the coming months: that is, derogation of those who adhere strictly to COVID-19 mitigating practices and group polarization between ‘distancers’ and ‘non-distancers’. In this paper, we explore how and why these processes might come to pass, their impact on an overall societal response to COVID-19, and the need to factor such processes into decisions regarding how to lift restrictions.