Any process that stops, prevents, or reduces the frequency, rate or extent of adrenergic receptor protein signaling pathway activity. An adrenergic receptor signaling pathway is the series of molecular signals generated as a consequence of an adrenergic receptor binding to one of its physiological ligands.