The correlation between positive and negative emotions is only -0.3, meaning if being happy was the opposite of being unhappy, you would see a correlation of -1. So it suggests that people are fully capable of feeling some happy emotions, some negative feelings and mixed emotions.
Studies found that "neurotic" people have rollercoaster emotions. However, you can have a high mood centre of gravity and hover around there stably.
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