The study suggests “morning caffeine consumption may align with habitual use patterns, where the anticipation of caffeine’s effects contributes to its affect-enhancing properties. Psychological factors, such as the expectation of positive effects and the ritualistic aspects of consuming coffee or tea after awakening, could amplify its impact on positive affect.”