Krishna is the source of the Self. Naturally, the part has attraction to the source. Just like the water comes from the ocean, and once it reaches the ocean, it finds peace. We are part of Krishna. And we will find peace only when we are united with Him. Uniting can only happen through love. Otherwise, we are a lost child wandering here and there.
