Harsh working conditions refer to the dangerous, unhealthy, and often exploitative environments faced by workers during the Gilded Age, particularly in factories, mines, and railroads. These conditions typically included long hours, low wages, lack of safety measures, and minimal rights for laborers, leading to widespread discontent and the rise of labor movements seeking better treatment.