Ame ga Furu to Dokoka he Kietakunaru no.

There is a cat who lives in a mansion with a couple of rabbits and a mouse. Someday, he looks out the window and watching the rain, he realizes that deep down inside they're feeling lonely. Wondering what's happening outside, the cat decides to escape from the mansion, but....