Theologians have filled hundreds of pages analyzing the book of Job in the bible. I've seen it summarized as: Would you love God for nothing? That is - when He's not giving you cookies? When He's even witholding "cookies" from you?
This is the difference between human, conditional, versions of love and God's amazing, unconditional love. Enjoy this clip: