Another interpretation of the “Small Web” concept is that it refers to the use of alternative protocols to the dominant HTTP(S), lightweight ones like the older Gopher and newer Gemini. For example, the blog post Introduction to Gemini describes these collectively as “the Small Internet”.
Maybe the idea of a "personal internet" is what we're all really looking for? Something with some humanity? Something that's fun? Something that has some serendipity?