Ok, figured it out. In my son's room, I have a group called "Derek Light". Because his Echo dot is enabled in his room, I only have to say "Alexa, turn off light" instead of "Alexa, turn off Derek Light".
In any other room, I would have to say, "Alexa, turn off Derek Light".
Also, you can only enable each Alexa to a single group.