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Only Happy When It Rains was filmed in Los Angeles and shot at the same time as "Stupid Girl". The video begins a short prologue sequence with several children dressed in animal costumes playing in a field, before cutting to Garbage upon the commencement of the song. Garbage are located in a litter-strewn warehouse, where the male members of the band destroy vinyl records, videotape and musical instruments. The video ends with Manson joining the children on the field.