Having now gone through two very public break ups, the Celebrity Big Brother stars - who found love in the house earlier this year - are giving their romance another go.
In the snap posted on Monday (14 March), former Hollyoaks actress Steph lay sleeping in Jeremy's arms.
The photo follows the couple's new joint interview confirming their reunion.
Last week, Jeremy flew out to Majorca, Spain to salvage his relationship with Steph following their split when it was revealed Jeremy slept with club dancer Caroline Pope in Newcastle after his CBB eviction.
Jeremy made the admission on Ireland's Today show, despite previously denying the night in question had happened, but he says he didn't cheat as he was single and Steph still had to sort out her issues with Sam Reece (her boyfriend at the time).
But in the couple's new interview, Jeremy makes another shock confession, revealing that he did in fact sleep with another woman named Dani the day after he broke up with Steph.
Jeremy said that after the death of his mum, brother and sister within 15 months, he had developed a fear of people leaving him, and admitted he didn't think his relationship with Steph would work out once CBB was over.
"I slept with other girls because of my own insecurities," Jeremy told OK!. "I don't want those thoughts to ruin things with Steph."
Steph has now forgiven Jeremy, and they are now committed to making their relationship work, revealing that they are both seeking counselling, and may even have couples therapy.
"I'm going to continue getting counselling for my own insecurities and Jeremy is going to start seeing someone, too," Steph explained. "He understands now that he needs professional help to get his emotions under control."
Meanwhile, Jeremy added: "I love Stephanie and when I look into her eyes I know she's the girl I want to marry. I call Stephanie my wife because I know that is what she will be one day."
Steph and Jeremy already split in February for a mere 24 hours over a "misunderstanding" following an exchange of text messages.
At the time, their split came just one day ahead of their first joint TV interview on Loose Women. It was cancelled but rescheduled a week later where the couple spoke of plans to marry, have children and get matching tattoos.
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