Temporal and contemporaneous network structures of affect and physical activity in emotional disorders

•Positive and negative affect differentially contribute to the overall structure of affect depending on the timeframe.•Positive affect exhibits greater levels of network connectivity during contemporaneous time windows.•Negative affect is more predictive of future affect states.•No evidence was found for physical activity being related to affective states.