Royals Queen Keeps Rare Snap of Meghan Markle and Prince Harry Among Family Photos at Long-Awaited Meeting The picture was taken to celebrate Meghan and Harry's engagement, although it was never officially released to the public By Stephanie Petit Stephanie Petit Stephanie Petit is a Royals Writer/Reporter at PEOPLE. She has been with the brand since 2016 after graduating from The College of New Jersey and holding previous positions at Seventeen, CBS Radio and more. Follow the proud dog mom on Twitter at @stephpetit_ for the latest on Queen Elizabeth's corgis. People Editorial Guidelines Published on June 23, 2021 01:35 PM Share Tweet Pin Email Queen Elizabeth is keeping her family close. The monarch, 95, had her audience with Prime Minister Boris Johnson on Wednesday, marking their first time being face to face for the weekly meeting since the beginning of the coronavirus pandemic. The audience took place at Buckingham Palace in London, where the Queen returned after spending most of the past year carrying out her royal duties from Windsor Castle. As usual, the Queen had a collection of family photos displayed — including a rare shot of Meghan Markle and Prince Harry framed next to a bouquet of flowers. The picture was taken to celebrate their engagement, although it was never officially released to the public and seen only in the background of other photos by eagle-eyed fans. Queen Elizabeth, Meghan Markle and Prince Harry. Max Mumby/Indigo/Getty Images Other images include an engagement portrait of Prince William and Kate Middleton and a photo of Queen Elizabeth and Prince Philip (who died in April at age 99) from her 90th birthday. Queen Elizabeth Has 11 Great-Grandchildren: Here's the Meaning Behind Their Names Prime Minister Boris Johnson and Queen Elizabeth. Dominic Lipinski - WPA Pool/Getty Meghan Markle and Prince Harry portrait. DOMINIC LIPINSKI/POOL/AFP via Getty Meghan, 39, and Prince Harry, 36, welcomed a daughter earlier this month and named her Lilibet, which was the Queen's family nickname. Harry and Meghan spoke to the Queen before using her pet name for their daughter, a spokesperson for the couple previously told PEOPLE. "The Duke spoke with his family in advance of the announcement, in fact, his grandmother was the first family member he called. During that conversation, he shared their hope of naming their daughter Lilibet in her honor," the representative said. "Had she not been supportive, they would not have used the name." Meghan Markle and Prince Harry. DANIEL LEAL-OLIVAS/POOL/AFP via Getty Royal historian Robert Lacey notes that the name shows the close bond between Harry and his grandmother. "She was a sort of stepmother for both Harry and William," he told PEOPLE. "We have all focused on her coaching of William as the future King, but we are realizing now the importance of the emotional bonds that she's been able to establish with Harry, and their ability to talk to each other directly. That affection remains." Queen Elizabeth and Prince Harry. Tim Graham Picture Library/Getty Can't get enough of PEOPLE's Royals coverage? Sign up for our free Royals newsletter to get the latest updates on Kate Middleton, Meghan Markle and more! Although Meghan and Prince Harry stepped back from their royal roles last year and relocated to California, Harry said on an appearance on The Late Late Show in February that he kept in touch with his grandparents over video calls. "Whatever decisions are made on that side, I will never walk away," Harry added in reference to the royal family. "I'll always be contributing. My life is public service, so wherever I am in the world, it's going to be the same thing."