Spirit of Autumn

Jem, a simple writer living her simple life without any interest about love, will encounter a spirit while in vacation in Bunkyo city in Tokyo, the spirit first appeared as a fox in Rikugien Gardens, which she followed, she got lost and ended on a bridge, at the other end she saw a person, with orange hair, pale brown skin,... and fox ears and tail?