While my day began with  Vulkan things, I came across a rather nice read on gamma:

Kinematic Soup - GAMMA AND LINEAR SPACE - WHAT THEY ARE AND HOW THEY DIFFER

I think this is a rather nice summary, and it won't make people's eyes gloss over a chalk board full of mathmagics, lol. The description of the three images especially make it clear.