The mother-of-four is said to have jokingly asked her husband of 20 years, who was on his way to the U.S. at the time: "Are you divorcing me?"
Their public display of affection comes just days after the duo rocked the internet (and the betting shops) with rumours of an impending split declaration.
But the two couldn't have looked more smitten as they spent time together at the Kent & Curren Men's London Fashion Week show yesterday.
Soccer legend David Beckham has a collection with Ken & Curwen, and he has collaborated with the brand several times over the years.
It said: 'There is no statement due, no divorce, and a lot of Chinese whispers and fake social media news'.
Fashion designer Victoria also posted some candid snaps on her Instagram page, one of which shows David touching her shoulder while she lightly grasps his hand.
Despite the fact that the married pair arrived separately at the fashion event, they stayed together for the rest of it.
The former football star, 43, popped up online to promote his House 99 skin care brand hours after the couple's spokesman deemed split rumors "nonsense", The Sun reports. They also told other outlets that the reports were a "very weird and an embarrassing waste of time".
"It is absolutely not true", a rep for the couple also told ET.
David and Victoria have been married since 1999 and have four children together, 19-year-old Brooklyn, 15-year-old Romeo, 13-year-old Cruz and Harper, six. Victoria caught the sweet moment on video, proudly sharing it to Instagram.