The reality favourite sparked rumours that a baby was on the way thanks to a photo posted online that showed a hint of bump around her stomach.
But now the starlet's rep has confirmed there's no pregnancy and it was simply the floaty shape of Chloe's red gown that made it look otherwise.
Chloe had been posing alongside boyfriend and TOWIE co-star Elliott Wright in the photos, taken as the couple celebrated New Year's Eve abroad with Danielle Armstong and James 'Lock' Lockie.
Mum-of-one Chloe rekindled her romance with Elliott, a father of two, on the TOWIE Christmas special, The Only Way Is Essexmas.
After initially parting ways on screen the previous series, the couple found themselves drawn together at Christmas where they declared their love and sealed their reunion with a kiss in front of a sparkling Christmas tree.
Chloe told Elliott at the Christmas party: "I just want you. I made a massive mistake. I don't want anybody to touch your face, I don't want anybody to think of you, like you. You're mine. I just to get back to where we were, without all the b*llocks, all the rows."
Elliott replied: "Listen, stop. Look, I love you because you're crazy, I love you because you're nuts… I do still love you, I can't change that. Let's take things slow, spend Christmas together."
So, we can confirm the couple are thoroughly loved up after spending Christmas and New Year together but there is definitely no baby on the way!
TOWIE returns to ITVBe later this year.
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