It doesn't? You mean rubber bands is just a big scamrubber does not demonstrate a linear distance of extension when increasing force is applied
I think the law holds as long as the elastic limit isn't exceeded.
I haven't studied Physics in a while either, since college. And I don't want to tell you how long ago that was!