The part labelled II is associated with the arrector pili muscle, which is responsible for causing hair to stand erect when it contracts. This contraction occurs in response to cold temperatures or emotional stimuli, contributing to thermoregulation and the appearance of "goosebumps." The action of this muscle is an involuntary response controlled by the autonomic nervous system.