Cornelia Peacock was born in Philadelphia on January 15, 1809, the youngest child of a large family. We know that her father died when she was nine. By the age of fourteen she had lost both parents and was living with her sister.

She was an attractive, well-educated woman with a lively personality who was described as being intelligent, happy, strong-minded, hot-tempered and untidy.