I have been to onsen built into train stations and stations named after hot springs, but this is a station that basically just serves this little onsen and I guess a few people who live in the area.
The onsen is a radioactive well and had that smooth, refreshing feeling. Only two indoor baths here, one with heated spring water and, the other with heated plain water. Cool little place and worth checking out if you are in the area.