The couple can be seen walking together, with Matt’s arm placed around the 33-year-old.
Matt, sporting jeans and a white shirt, seems to be all smiles as he guides Gina from the hotel.
Gina can be seen grinning at the cameras after being reunited with her boyfriend.
Later, the couple boarded a minibus arm in arm to head to the show’s wrap party for cast and crew.
Matt caused a stir by joining this year’s series, with members of the public and fellow politicians alike blasting his decision.
Many argued he shouldn’t have been allowed to join the ITV reality show due to his scandalous conduct during the pandemic.
The former health secretary made headlines after breaking lockdown rules he himself had implemented on the nation.