There is no story here. This is a kind of play on words, showing a series of associated images from the word "inu" (dog).
This picture book features many words associated from the word "inu" (often with similar pronunciations but completely different meanings), with lovely illustrations of dogs. This genre is the forte of Gomi Taro, a prominent Japanese writer of picture books.