Somehow while reading The Archmage of the Aether's comment, I figured out why I love River so much. Basically, it's because she's a window into the rest of the universe. Same thing with Jack. Both of them bring in stories, backgrounds, and connections outside of what the Doctor is up to.

"Knife goes in, guts come out, that's what Osaka seafood concern is all about"