The following medical conditions are some of the possible causes of Euphoria. There are likely to be other possible causes, so ask your doctor about your symptoms. 1  Normal happiness-it is possible to be euphoric for rational non-medical reasons. 2  Drug intoxication. 3  Amphetamine intoxication. 4  Cannabis intoxication. 5  Drug abuse.