The Persecuted Prophets

The Prophet himself was physically and emotionally tortured. Why did the prophets undergo so much suffering when they are on the side of Allah? We firmly believe that Allah loves the prophets and loves the followers of the prophets. So why then were they tested in this fashion and manner? What is the wisdom in such persecution, in such hardship?