The meaning of “When Doves Cry” is when a couple, or two people once in love, start to fight. It is symbolism for when the love wilts as their relationship takes a downturn; something beautiful has turned wistful. The doves represent the beautiful story becoming grim as they cry.
Contrarily, crying doves also represent something positive.