Freytag-Loringhoven was born Elsa Hildegard Plötz in Swinemünde (Świnoujście), German Empire, to a German father and Polish mother. Her father, a mason, sexually and physically abused her in her childhood. She practiced prostitution, and had numerous affairs with both men and women throughout her lifetime, including the writer Djuna Barnes.