Penalized canonical correlation analysis reveals a relationship between temperament traits and brain oscillations during mind wandering.

Our findings suggest individual temperament traits significantly affect brain engagement in naturalistic conditions. This research underscores the importance of considering individual traits in neuroscience and offers an effective method for analyzing brain activity and psychological differences.