Whale Shows off in the Middle of Gloucester Harbor Thursday morning. Posted on July 30, 2020 by custom | GLOUCESTER – Gloucester resident Jen Johnson took this picture of what appears to be a whale in the middle of Gloucester Harbor. The photograph was taken from Pavilion Beach.