We recently found that adolescent cocaine exposure (ACE) resulted in an enhancement of the γ‐aminobutyric acid (GABA) neurotransmitter system in the prelimbic cortex (PrL) of adult mice. Here, we aim to further investigate the role of GABAergic transmission, especially parvalbumin (PV) interneurons within PrL in the development of ACE‐induced anxiety‐like behavior, and to assess whether and how electro‐acupuncture (EA) therapeutically manage the ACE‐induced abnormal behaviors in adulthood. ACE mice exhibited the enhanced anxiety‐like behaviors in their adulthood, accompanied by increased GABAergic transmission and PV interneurons in PrL. Chemogenetic blocking PV interneurons in PrL alleviated ACE‐enhanced anxiety‐like behaviors in mice. Importantly, 37‐day EA treatments (mixture of 2 Hz/100 Hz, 1 mA, 30 minutes once a day) at the acupoints of Yintang (GV29) and Baihui (GV20) also alleviated ACE‐induced anxiety‐like behaviors, and rescued ACE‐impaired GABAergic neurotransmitter system and PV interneurons in PrL. In parallel, EA treatments further suppressed the activities of pyramidal neurons in PrL, suggesting that EA treatments seem to perform it beneficial effects on the ACE‐induced abnormal emotional behaviors by “calming down” the whole PrL. Collectively, these findings revealed that hyper‐function of GABAergic transmission, especially mediating by PV interneurons in PrL may be key etiology underlying ACE‐induced anxiety‐like behaviors. At least by normalizing the function of GABAergic and PV interneurons, EA may represent a promising therapeutic strategy for managing adolescent substance use‐related emotional disorders.