This case study describes an adult man with a history of diabetes and hypertension presenting with painful lesions on his arms and legs. The description covers the course of his workup for presumptive infectious dermatitis through differential diagnosis when the infectious disease workup revealed sterile lesions, to the final diagnosis of Sweet syndrome (acute febrile neutrophilic dermatosis).