Breathing exercises for Cluster Headache primarily work by modulating autonomic nervous system activity, particularly through vagal nerve stimulation and reduced sympathetic tone. By inducing controlled hyperventilation or specific breathing patterns, these techniques can trigger parasympathetic activation, potentially reducing neurovascular inflammation and modulating pain perception through alterations in cerebral blood flow and neurogenic inflammatory responses.