Uuuuuuuuh

I thought the whole point of Steam was that you could log in from anywhere and play your games without needing the discs. Today at the office I downloaded a few of the games onto my laptop so I could make some progress this weekend while dogsitting.
Apparently my saves are not part of my games. Does Steam only store those data locally?