The title might sound shocking, but the red hands mean, the hands which drag fishnets. Ohama, 15 or 16 years old girl lost her family and lived alone in a fishermen's village. She is a strong-minded girl and very popular among young children.
I guess that this story is one of the origins of girl's manga in the 1950s in which I belonged to the first generation of Japanese story manga.