Love does not Delight in Evil but Rejoices with the Truth
In my opinion, this part of the passage is more telling about the nature of evil than that of love. One way we can know something is by learning more about it’s opposite. Cold is the absence of heat. Darkness is the absence of light. Evil is the absence of love and truth.