Looking back at a few receipts, I was also charged "Bay Bridge Eastbound" by Uber a couple of times. I usually take Lyft and looking at a couple of receipts, wasn't charged a toll by them, just fyi. No idea if that's because the Lyft driver lived in the East Bay or what.
tb