Commentators explain that David's prayer is against his enemies' internal, self-congratulatory thoughts. The phrase 'Aha, so would we have it' literally means 'Ah, our soul,' signifying their deep, personal satisfaction in his downfall. They desire not just victory, but the feeling of being proven right, as if God Himself has sided with their evil.