There are no “Brown” bears in Lake Tahoe. What you see is a light fur black bear. They aren’t very aggressive and unless totally cornered with cubs will run.
You're right, that's a light colored Black Bear. Had a couple of them run right next to me while fishing a few years back. Glad they weren't the least bit interested in me.