I do see what looks like fuzz in a couple photos but, maybe we are just looking too close. I would be more concerned by the paleness of the new growth. Have you fertilized? What are they planted in? How much sun are they getting?
Purple/black stems are normal for some peppers, especially darker colored ones. Phosphorous deficiency caused by cold makes the leaves purple too, not just the stems.