So I increased the weight until almost the max rating of the band and plotted the change in length vs weight. And…it’s not a straight line!
In reality, resistance bands do NOT follow Hooke’s Law, except for a small range of weights/tensions. Instead, the tension follows a curve. So if you really want to know how your bands function, you should measure it!
But what I found here is that a weight of 30lbs stretched the band roughly 20% past its rest length. So anytime I want to achieve that resistance, I need to pull that much.