There is a difference between furore and furor, though by a whisker. While furore is an enthusiastic uproar, rage or anger, furor is a general commotion. The difference is same like that of should and must where must is used in a stronger way. By the same token, furore is used to emphasize upon a situation.

__________________
The fear of suffering is worse than the suffering itself.