Historical documentation of the term shows that "Indian summer" most likely refers to a period of warm and hazy fall weather when certain First Nations peoples liked to hunt, and is not related to the pejorative term "indian giver." But yes, it has absolutely nothing to do with warm weather in the depths of winter.