Wu et al. demonstrate how neutrophils, located within the protective layers of the brain, respond to social threats and modulate psychological processes. This process is governed by testosterone in a context-dependent manner and is executed by neutrophil-mediated meningeal immunity, which impedes threat-related neural activity via IFN-γ-GABAergic signaling axis.