This trial is testing if duloxetine can help reduce pain and opioid use in patients after knee replacement surgery. It focuses on patients who often have severe pain or heightened pain sensitivity. Duloxetine may work by altering brain chemicals to lessen pain signals. Duloxetine has been shown to have significant pain-relieving effects for managing chronic pain associated with conditions like fibromyalgia and diabetic peripheral neuropathic pain.