It kinda is.
If flagrant racism against a cutie wolf who did nothing wrong counts as horror. And it does.
Don't Forget about the hidden lore that was shown in The second game "Friendly Bunny Mochi". I'll let you find it yourself (It was in Eleni's House on the bookshelf)