This study examined the relationships between long sleep duration, emotional distress, BMI, physical activity, and medical comorbidities using data from over 900,000 US adults. The results showed that both higher BMI and greater emotional distress significantly mediated the relationship between long sleep and increased risk of medical comorbidities. However, physical activity did not have a significant mediating effect. The findings suggest that interventions aiming to address medical comorbidities related to long sleep should target reducing BMI and emotional distress.