Ahead of Chloe's eviction in last night's live show, the couple were even teasing a WEDDING.
"We are... we're basically a thing," Bear described his and Chloe's relationship. "I don't know what's going to happen in the next few weeks, I don't know what's going to happen when we come out but I'd like it to be a thing."
He added to Chloe: "We could do a wedding in here!"
Following Chloe's eviction in the evening, Bear reflected: "I've come in here and found someone."
"I don't just go girl to girl," added Bear, who seems to have forgotten his current girlfriend on the outside world. "I like her [Chloe]."
Lewis Bloor agreed: "The relationships in here are actually real. I would not be bothered going, I'd be bothered going without Marnie."
Bear concluded: "I f**king can't wait to see her."
That's Chloe, not his actual girlfriend of course...
Meanwhile, on the outside world, Chloe echoed Bear's feelings in her chat with Emma Willis.
She said: “I went in there thinking not to kiss anyone, and then you forget there’s loads of cameras in there.
"One day in there is like a year out here! So intense in there! Bear is not a nasty person; he’s such a sweetheart. He has a bit of a laugh but never too personal.”
Celebrity Big Brother continues nightly on Channel 5.