The problem isn't that "finding nothing" isn't progress. The problem is that "finding nothing" is
terrible progress-per-dollar.
If you're still having trouble with that concept, peer into the alternate universe where the LHC actually provided enough data to nail down the Theory of Everything. Now that would be some progress-per-dollar to celebrate.
There's a contingent of people who just don't want to think about "how much" progress something is making and want to live in a fantasy world where building a multi-billion dollar particle collider that finds nothing is exactly the same as a $50,000 experiment that finds nothing. I don't know that I'm terribly interested in trying to argue y'all out of that belief. But I can say with great confidence that no matter how good it may make you feel, if you go on to argue about how vital it is to spend another 5x times as much money to build another particle collider that we have no reason to believe will find anything new, you will continue to be marginalized and find your influence waning to apparently no effect.
But in the faint hope of maybe convincing you, consider that there is no infinite money fountain, and even if you just can't process that fact, there certainly aren't an infinite amount of physicists. What is so vital about another particle accelerator that we must dedicate thousands of professional careers to it despite the lack of solid reason to hope anything will come of it? Why not let them do something else? I submit it's all Availability Heuristic. You see and apprehend the particle accelerator, so it must be a good idea. You don't see the thousands upon thousands of other things you're trading away for it, so they don't factor in.
But given the current big fat zero rational reason to build another, it is very easy to build a model in which those other experiments will actually be the ones that make the difference somehow. Probably by some long, convoluted chain we can't imagine now; I doubt there's a bench experiment that we just haven't done that will nail down quantum gravity. But there's a lot of other interesting paths. Quantum computers, for instance, just by their nature, tend to probe the limits of quantum theory in a way nothing else can. Something very interesting could come out of that. Dark matter detectors could produce something. Someone might actually work a theory down into something that can be tested.