Comment by ndrscr

Perhaps you should have a "Trie of stories" (https://en.wikipedia.org/wiki/Trie). Every possible sequence of letters, and thus every story, is simply a path down this trie, where each node has children containing the letters of the alphabet and punctuation. Users could mark down notable places on the trie where there is a story.