The idea of reading code like a book seems extremely flawed to me, and any attempts to create such languages either look like regular source code with slightly different syntax or are barely comprehensible (e.g. TeX)
Early C compilers, prior to prototypes, were rigid about the order of the various functions and includes, and that interfered with the exposition of the design. Literate programming was created by Knuth to address that.
I think it is very hard to comprehend what one single part of a given algorithm does and it's imho almost impossible to get a good picture of how all these pieces fit together.
[1] https://texdoc.org/serve/tex.pdf/0 [2] https://mirror.las.iastate.edu/tex-archive/systems/knuth/dis...
It was basically Markdown and when executed, all but the code blocks was removed.
Made for a pretty nice file structure.