You should go! Tahoe's a bit far from where you are, but there's tons of hiking options in SoCal - especially now that we're moving into the fall & cooler weather. Backpacking is a bit more involved, what with the gear & planning and backpacks, but day-hikes are totally doable if you just get the urge to go out and see some nature.