The report quotes Tehran prosecutor Abbas Jafari Dolatabadi, as saying "15 bottles of alcohol were found and 15 people were drunk and the coffee shop was closed."
Drinking is illegal under Iran's strict Islamic teachings, though there is widespread consumption of alcohol.
Dolatabadi said the 120 people were arrested on Tuesday night for attending a mixed-gender party, and that authorities also arrested two "underground singers.