What Does the Caterpillar of White Peacock Butterfly Look Like? Observing the caterpillar of the White Peacock Butterfly , you would find a creature as fascinating as the adult. During the early larval stages, you’ll notice they are pale yellow and possess several long black spines on their wrinkled body.