She is speaking about times in which man becomes most desperate that in times where one is attacked, hurt or in a position from which something awful may occur they become their most powerful. This can be related to times where you struggled and found strength within yourself to do what you thought was impossible.
Answer: I learned that Mrs. Putnam believes in witchcraft because seven of her babies died at only a day old. She believes it is caused by the supernatural.