Thanks Keith~
I have a step down converter in front and when I adjusted the voltage up a little to compensate, it would never go above 4.1 no matter how much I cranked it. As soon as I unplugged the lights it would show a 6.5v. If I take that model off and bring it into the garage and test it with a separate power supply and simple controller all is well and performs as expected.
When I take the ground wire off the power injection, the voltage remains steady, but the lights don't get any brighter. Am I correct in having the grounds tied together on the model, just not the V+?