
[1]Physics From Symmetry:
Physics From Symmetry by Jakob Schwichtenberg
Also, (though I've not read it) this appears to be a longer, more detailed text in the same vein:
Quantum Theory, Groups and Representations: An Introduction by Peter Woit
This one gets to the EM field on page 573 :-/
The way the book will describe it is from the perspective of group theory. If you assume that the laws of nature in a relativistic flat spacetime do not change under rotations, translations (in both space and time), and boosts (transformation between frames of reference of constant velocity), then these transformations define a Lie group called the Poincaré group. Representation theory then says that the representations of the Poincare group are characterized by two numbers. These two numbers are identified as a nonnegative mass and a spin. One interpretation is that these representations are indeed what "particles" are in Quantum Field Theory.
Somehow I doubt it! In any case, you are like me - doing engineering and software, while doing my physics as a hobby and loving it. I'm working on Physics from Symmetry. Definitely a 21st century book - not at all like the traditional development of the subject.
https://www.amazon.com/Physics-Symmetry-Undergraduate-Lectur...