Say hello to Dasymutills occidentalis. These bugs are commonly called red velvet ants or cow killer ants. But they aren't ants. They are a species of wasp. The females are wingless and they pack an extremely painful sting. The males have wings, but they don't have stingers. Both females and males make a squeaking noise which they use to warn predators. The three wasps that I repeated stomped didn't make a sound.
Here's a bit more information from Wikipedia: