Chloe, 31, has been dating nightclub entrepreneur Joe for some time and, in this new picture, can be seen kissing his cheek while he smiles at the camera.
The couple were snapped at a glitzy event over the weekend and they couldn't have looked happier if they tried!
Alongside the photo, Chloe professed her feelings for Joe using lyrics from the Ben Howard song 'Only Love'.
She commented: "Darling you're with me, always around me, only love... I'll be yours to keep.." Joe replied to Chloe's sweet tweet, saying; "Aww that's soo romantic."
Meanwhile, Joe also shared a photograph of himself and Chloe at the bash. Posing with his arm around the reality star's waist, he looked like the cat who had got the cream!
Joe wrote: "How HOT is she and how #lucky am I xxx"
Aww, you guys!
Check out Ben Horward's official video for 'Only Love' below.
Do you want Joe to appear on the next series of TOWIE? Tell us below, as the best comment from across the website each week wins £50.