Earlier this week, the pair were pictured attending the TRIC Awards together in London, and yesterday, Chloe and Elliott were seen flirting up a storm on our screens.
So much so, that even Danielle Armstrong couldn't help but comment on the duo, telling them: "You definitely look like you're loved up again!"
Dani's comments came as Chloe and Elliott joined her and boyfriend James Lock at James' club night.
Only a few weeks ago Chloe and Elliott had clashed over their past romance and Dani was quick to point out the change in the pair.
While James teased Elliott, telling him he knows he is still in love with Chloe, Dani said: "You two have been getting on so well, there's been no rows.
"You're a bit like me and [James]... there's that hate, that love, that hate, that love, there's passion!"
Not giving anything away, Chloe and Elliott smiled back at their pals with Chloe swiftly changing the conversation by ordering more champagne!
Are they? Aren't they?!
Come on guys, spill the beans.
After starting off the series with a heated exchange, it seems Elliott and Chloe have now grown closer again.
During her estrangement from brother Charlie Sims - who shockingly announced earlier today he has quit TOWIE - Chloe has been receiving support from her ex-beau.
Reassuring Chloe she can count on him, viewers heard the star play a sweet voicemail Elliott had left her.
He said: "I just want you to know that despite everything, I'm always going to be there for you. I know you're probably putting on a brave face right now, but deep down you're hurting...
"Never forget you're an amazing girl and you've got a lot going for you. You're a beautiful person and anyone that doesn't want you in their life - it's their loss. Just remember that."
Neither Chloe or Elliott have commented on their relationship status so far.
Watch this space, maybe?!
The pair initially got together last year after finding love on holiday in Alicante. Chloe and Elliott then split a few months later, but rekindled their relationship during the TOWIE Christmas special.
They split for the second time in January, earlier this year.
TOWIE continues this Sunday 15 March at 10pm on ITVBe.
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