The image, apparently from May 2020, when the country was under tight restrictions, includes the Prime Minister, his wife and baby.
Campaigners, who lost loved ones to coronavirus, say the photo makes them feel "sick".
Deputy PM and Esher MP Dominic Raab says it's a unique workplace.