Dyson sphere would emit significant amount of infrared light but no visible light. Original Freeman Dyson's paper from 1960 was titled "Search for Artificial Stellar Sources of Infrared Radiation" https://sci-hub.ee/10.1126/science.131.3414.1667
When somebody got a telescope that could, they found there were way more sources of infrared radiation than visible stars.