The Aha-experience is the well-known hallmark of sudden insight. An integrative fluency account of the phenomenology of insight connects the four defining features of the Aha-experience: (1) A sudden insight leads to change in (2) processing fluency that increases (3) positive affect and (4) certainty that the insight is true. Several experimental studies have examined individual relationships between these defining features. However, no single study has examined the quantitative interrelationships of all components of the Aha-experience. In a retrospective study, we tested the fluency account of insight to further understand the Aha-experience. Bayesian statistics and structural equation modeling were used to the assess the theoretical model, with data comprising two independent samples (N ϭ 638). Results indicated that sudden insight increases fluency, positive affect, and subjective certainty, although the three dimensions are better seen as underlying components of general metacognitive feelings. In addition, we assessed the relationship among Aha-experience, sense of agency, motivation, and coping. Results indicated that metacognitive feelings mediate the effect of sudden insight on immediate sense of agency and motivation and coping.