Once again, It's not about disproving the Higgs; I just want to know how a conclusion came to be.
Discovery is something I embrace heavily. If a singularity were to sustain itself in the LHC, well then at least we tried.
So, let's break it down here then. The energy graphs above are used to show a high correlation between mathematical models.
Mass and energy are correlated. May be this is where I'm having a hard time understanding how the physicists came to their conclusion. They were measuring changes in energy?
So, how can this be considered as true mass? If the energy states of the particles drop back down again or even, somehow, reach absolute zero, would that eliminate their inertia?
Yes, I understand the Higgs Field doesn't take away, only excite. So, I'm not asking what would happen if the Higgs Field reduced a particle's energy to absolute zero.
If energy levels are being measured, would saying the Higgs field imparts mass be the same as stating a fluctuating magnetic field imparts kinetic energy into an electron?
Keep in mind, that the main empirical evidence for the existence of a Higgs field, the mass of the Standard Model particles, was already known to exist and had mostly been measured with some precision (a few were discovered later), when the Higgs field was invented. The problem that forced scientists to hypothesize the Higgs field was not a problem with some strange new observation that had to be reconciled. Instead, the problem was a big fat disaster in the middle of their beautiful U(1)*SU(2)*SU(3) gauge theory. Their equations perfectly described the electromagnetic force, the weak force and the strong force except for one huge glaring flaw. All the particles in their equation were massless at a very fundamental level.
This sucked, because the physicists trying to invent the theory knew that this wasn't true and that if this one problem
with their equations could be solved that they would have this great physics theory that described almost everything in the world almost perfectly.
The Higgs mechanism was the simplest, easiest way to solve this big glaring flaw in the mathematical structure of their theory so that fundamental particles could have mass again, although it required the creation of a new field and a new boson carrying that field, and thirteen new experimentally measured physical constants (six quark Yukawas, three charged lepton Yukawas, the W boson coupling to the Higgs boson, the Z boson coupling to the Higgs boson, the Higgs boson self-coupling constant, and the Higgs boson vev) (n.b. these thirteen constants have only eleven or twelve independent degrees of freedom and are not a minimal set of physical constants generated by the Higgs mechanism).
In addition to causing the Standard Model which previously had just massless fundamental particles to work correctly in a world with particles that have well defined rest masses, there were basically two other consequences of the Higgs mechanism, which are empirically verifiable and have largely been verified. These consequences were basically side effects of the fix that they put into their equations that they would have preferred to do without, because they predicted things that hadn't yet been observed and didn't seem necessary, but were a price that they had to pay in order to come up with some possible solution that would make the math work out rigorously. What were these two side effects?
1. There exists a Higgs boson which has certain properties with that are a function of its mass but otherwise were perfectly defined when it was invented and put into the equations. This was an implication of the Higgs mechanism that was not directly detected until almost half a century later. I remember that as recently as a year or two before the discovery there were serious arguments in favor of several alternatives to the Higgs mechanism about which many scholarly research articles were published that didn't require a Higgs boson (such as Technicolor). These alternatives were actively under consideration because it was looking like there might not be a Higgs boson, in which case that Higgs mechanism must be wrong. And alternatives to the Higgs mechanism would have been adopted if the LHC had failed to discover a Higgs boson, because the exclusion range of the search for it had been pretty much narrowed down to the point where it would be found where it was indeed found, or it would exist nowhere at all because reality didn't use the Higgs mechanism.
If the masses of particles in the Standard Model arose by some other means, it would be a stunning coincidence that a particle whose reason for predicted existence and predicted properties exist solely to carry out this mass generation process in the Standard Model, just happened to exist just as predicted for some totally unrelated reason. Once we knew the mass of the Higgs boson, we instantly knew every single one of its other properties with extreme precision because they were predicted by a Standard Model that uses the Higgs mechanism to generate fundamental particle mass, and so far all of those properties (e.g. lifetime and width, decay products, spin, parity, and relationship to the top quark and W boson masses). This just wouldn't happen exactly like that if anything else were going on.
2. When renormalization is used in the Standard Model to predict how a particular interaction will behave at a particular momentum energy transfer scale in an interaction, the physical constants of the Standard Model mentioned above and also various coupling constants of the Standard Model evolve according to their respective beta functions with the energy scale of the interaction. Basically every physical constant in the Standard Model evolves in this way with energy scale, in part, because many of them arise via the Higgs mechanism.
For example, in an interaction taking place at 5000 TeV, the mass of the Higgs boson would be materially lower than it is in a 2 GeV interaction energy scale. The strength of the Higgs field is one of the many physical constants of the Standard Model that varies with energy scale due to renormalization group evolution.
The renormalization of masses in the Standard Model with energy scale that has been observed over the past few decades (mostly before the Higgs boson was discovered) would not happen in the manner that it does if masses in the Standard Model arose in a manner different from the Higgs mechanism unless the alternative had exactly the same impact on the beta functions of physical constants as the Higgs mechanism does (which would make it almost indistinguishable from the predicted Higgs mechanism, bar one or two adjustable parameters, anyway).
Keep in mind that the Higgs field is a pretty boring spin-0 field that can't do nearly as much cool stuff as more complicated spin-1 or spin-2 fields. Basically, it is a field that always has a value that is just a single number at any given point in space-time (with no direction or vector or tensor attached) which is exclusively a function of the energy scale involved in the interaction that you are using the Standard Model to analyze. Increase the energy scale, and it gets weaker, reduce the energy scale and it gets stronger up to the limiting case of the vacuum expectation value of 246.2 GeV, end of story.
Crudely speaking, it gets weaker when it is hot and stronger when it is cold, but takes huge many orders of magnitude changes in energy scale to change in any discernible way at all. Basically, the only relevance this change in field strength with energy scale has is in near Big Bang-like conditions and because it has implications for the stability of the vacuum which is only metastable (on a time scale of roughly the age of the universe). Ignoring its renormalization won't deeply throw off your calculations with a fairly ordinary range of conditions.
Pretty much any alternative field that imparted mass to the fundamental particles of the Standard Model would also have other side effects which aren't observed, because the Higgs mechanism is the simplest possible solution to the mathematical hole that they had in their theory, which is why several independent people once that they knew what the problem was came up with basically the same solution.