There's one more scrapbook page you need to get! Here's a hint... they tend to appear in locations where important cutscenes take place.
I finally found it! (It took me forever to find the one in the park.) It's an adorable ending for an adorable game (and I always wondered what he had to say about his "girlfriend" from before).