What is the biblical basis for the belief that God likes or feels affection toward us?

To some people, and even to Christians at times, it seems difficult to believe that the all-powerful Creator of the Cosmos likes or feels affection for humans personally. This was the topic of a recent question addressed to the Catholic perspective. I would specifically like to ask: what is the biblical basis for the belief that God's love for people includes a genuine individual affection?