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<i>Physostegia virginiana</i> is an important ornamental and cut-flower plant in China. Its commonly used method of clonal propagation leads to virus accumulation in this plant. However, which viruses can infect the <i>Physostegia virginiana</i> plant remains to be illuminated. In this work, five viral pathogens in a <i>Physostegia virginiana</i> plant with virus-like symptoms of yellow, shriveled, and curled leaves were identified using RNA-seq, bioinformatics, and molecular biological techniques. These techniques allowed us to identify five viruses comprising one known alfalfa mosaic virus (AMV) and four novel viruses. The novel viruses include a virus belonging to the genus <i>Fabavirus</i>, temporarily named <i>Physostegia virginiana</i> crinkle-associated virus 1 (PVCaV1); two viruses belonging to the genus <i>Caulimovirus</i>, temporarily named <i>Physostegia virginiana</i> caulimovirus 1 and 2 (PVCV1 and PVCV2); and a virus belonging to the genus <i>Fijivirus</i>, temporarily named <i>Physostegia virginiana</i> fijivirus (PVFV). The genome sequences of PVCaV1, PVCV1, and PVCV2, and the partial genome sequence of PVFV were identified. Genome organizations and genetic evolutionary relationships of all four novel viruses were analyzed. PVCaV1 has a relatively close evolutionary relationship with five analyzed fabiviruses. PVCV1 and PVCV2 have separately a closest evolutionary relationship with lamium leaf distortion-associated virus (LLDAV) and figwort mosaic virus (FMV), and PVFV has a close evolutionary relationship with the five analyzed fijiviruses. Additionally, PVCaV1 can infect <i>Nicotiana benthamiana</i> plants via friction inoculation. The findings enrich our understanding of <i>Physostegia virginiana</i> viruses and contribute to the prevention and control of <i>Physostegia virginiana</i> viral diseases.