The trajectories and patterns in our emotions are essential to understanding our affective experience, which is not stationary but ebbs and flows. This study focuses on affect anchored in the context of parenting: daily emotional exhaustion, emotional distance from children, and feeling fed up. We specifically examined whether dysfunction in parenthood—that is, parental burnout severity—is related to the way parenting affect fluctuates, focusing on three affective dynamic indices: inertia (i.e., persistence across days), variation (i.e., magnitude of change), and covariation (i.e., whether the three affect variables fluctuate together). We reanalyzed multiple datasets (from Belgium and the US) yielding 180 parents in total, computing a regression model with all indices (including mean levels for variables) and with parental burnout severity as the outcome variable. Results indicate inertia of emotional distance predicts parental burnout severity across most sensitivity models (i.e., even with variations in the operationalization of affective indices). No other temporal pattern (i.e., variation or covariation) robustly predicted parental burnout severity, although the mean levels of emotional distance and emotional exhaustion did. Thus, daily intensity of emotional distance and its inertia (i.e., persistence across time) most clearly characterize parental burnout severity, along with daily intensity of emotional exhaustion. Moreover, results from sensitivity models emphasize that operationalization choices for affective indices can yield varying values and impact results.