Steam's "Offline mode"

[TWRoO]

If I turn off my wireless it still lets me start SimCity 4 at least... it tries to connect to Steam but can't, then asks if I want to start in offline mode.

Have you played this particular game before? Maybe the first time you play each game you have to be online.