Multiple empirical studies indicate that individual differences in humor styles, production, and appreciation are heavily shaped by underlying psychological and personality factors.
The retrieved papers ([0], [3], [7]) directly support the claim that different people develop distinct senses of humor as a result of psychological and personality factors, such as cognitive flexibility, openness to experience, neuroticism, and extraversion. There are no contradicting papers in the provided set.