There were no immediate reports of injuries or damage.
The temblor's epicenter was located about 38 miles east-southeast of Paso Robles, according to the USGS.
People as far away as Santa Barbara and Oxnard reported feeling the quake, which was measured at a depth of 5.6 miles.