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The current study will probe the quantitative structure of emotions using large-scale online testing. We will present various short narratives and short video clips designed to evoke a wide range of real-world emotions and collect ratings on a rich set of affective scales to quantitatively characterize individual emotion experiences and discover low-dimensional space of emotions in a data-driven manner. Further, utilizing comprehensive psychological measures collected from participants, we will explore individual differences in emotion experiences.