Roger Chillingworth does not wish to explain why he has abandoned his wife to live with Indians where he has studied herbs and medicinal cures. His past history would be subject to questioning and, according to the Puritans, would be considered witchcraft.
The answer is "Selfish". In the divine comedy the she wolf is supposed to represent the feeling of avarice which means the dying urge for wealth and self gain.