I noticed that caliper brake pads (holders) have little wings on the bottom that aren't present on v-brake pads.
What is the purpose of these little wings?

Photo by RoboKaren. Released to Creative Commons by-sa.
This other photograph on Wikimedia commons that @ojs linked to of the classic 1984 Campagnolo Delta brakes shows a more exaggerated form of the 'wings':

