According to reports, the former Hollyoaks star made the admission on Instagram in length post believed to be about Jeremy, before deleting it just minutes later.
It is alleged to have read: "Yeah loved him unconditionally, after a week of hell and late phone calls and pain he's caused I still kept my phone so I could find him, find out I'm pregnant and he says he doesn't love me anymore and blocked."
Stephanie continued: "'Heartbroken. Pain I can't understand or deal with. ... Is what im@foinf through now. Utter heart break. He never wanted a smaller in a broken home... He won't be there only for the baby... Not me. I'm@ledt with motoring/empty despair and truly empty. Pain I could never describe (sic)."
Her caption was posted alongside a picture of a pair of baby's feet with a quote written across it. It had said: "Life will be full of ups and downs. It will be one tough ride. But your love for your child will be the anchor that will see you through it all…"
Jeremy hasn't responded to Stephanie's post, but both reps for him and for Stephanie had no comment to make when contacted by Reveal.
Her alleged admission comes after she and Jeremy recently split for the fourth time. Jeremy was first to allude to the split, telling fans on Twitter he was starting over a "new leaf."
Stephanie then confirmed they had ended their romance and posted screenshots of several private messages Jeremy is thought to have sent another girl. She told her followers she was "broken" and later slammed Jez for being "desperate" after he was seen tweeting Vicky Pattison, asking her to take him out.
In an emotional interview with Spin FM, Steph publicly addressed their split and admitted she had "given up everything" for love.
She said: "I gave up everything for love, just to be heartbroken. I didn't have anyone... I love Jeremy to bits, but he knows he's got his own issues. He lost his mum, sister and brother – he thinks everyone is going to leave him. I think he loved me that much… He pushes everyone away."
Since then, Stephanie has been trying to move on from Jeremy. Not only did she tell fans, "you can't live in the past," she was also spotted kissing Ex On The Beach star Jordan Davies following a night out in Manchester.
After photographs of the kiss surfaced online, Stephanie denied she and Jordan are dating and insisted they are just friends.
She also seemed to hit out at Jeremy, adding: "It's okay for Jez to sleep with someone six hours after breaking up but after lying and hurting me. But I can't do the same after all he's done and only a kiss #tasteofyourownmedican (sic)."
Stephanie then revealed she was taking a break from social media. She tweeted: "Coming off social media for a while dudes having a break. Take care and look after your selfs, Stephanie."
She and Jeremy first fell for each other while living in the Celebrity Big Brother house. At the time, their romance had been controversial, as Stephanie was still dating ex-boyfriend Sam Reece. Following her exit from the house she split with Sam and later pursued things with Jeremy.
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