Norway's vehicle fleet is now 25% EVs and their per capita electricity usage is the same it was a decade ago[1]. Oil infrastructure uses a ton of electricity, and California refines most of the oil it consumes because of its geography and unique fuel blend. EVs may actually reduce California's overall electricity usage.
[1] https://www.ssb.no/en/statbank/table/08313