A dryer appliance including a drum defining a chamber for receiving clothes, a moisture sensor for detecting a remaining moisture content within the clothes, and a water supply in fluid communication with the chamber is provided. A controller determines that the remaining moisture content has dropped below a predetermined moisture content and calculates a remaining cycle time based at least in part on a selected dryness level. The controller further determines a spray schedule based on at least one of a load size, a flow restriction, or a selected heat level, and provides a spray of water into the chamber according to the spray schedule until the remaining cycle time has lapsed.