Need help understanding charlieplex circuit
Turns out the answer was on the wikipedia page. 


  Current will still flow across alternate paths (an alternate 2-LED path exists for every pair of pins in the 3-pin diagram, for example), but the reduced voltage drop across those LEDs in multi-LED paths will not be enough that they actually significantly illuminate.


So, the other two LEDs are lit, just not in a significant way.