The Ex on the Beach star was left in tears after Jeremy pulled down her dressing gown to expose her naked breast while she was trying to help him in the toilet while he vomited up a mixture of rum and vodka.
In scenes not aired on TV, the reality star says she was later called to the Diary Room, where she was instructed to walk down a hallway to meet with police.
Chloe told The Sun on Sunday: "They told me to walk down this corridor and when I got to the end I saw the police waiting. They were great with me, but it was so upsetting.
"I said I didn't want to press charges. It's not because I condone what he did, but he has been chucked out, humiliated and has serious issues to deal with. I think he's been punished enough. I'm glad he is seeking help. He needs to work through his issues."
Jeremy was booted from the house after the incident and received a police caution. He has since apologised to Chloe and her family.
Chloe told the newspaper that the incident with Jeremy had brought back memories from when she was a teenage aspiring model and a photographer took advantage of her.
The 21-year-old said: "Anyone who says I overreacted doesn't know what it's like to be totally powerless at the hands of a man. I was absolutely terrified and it brought back all those painful memories."
Chloe revealed she'd been just 18 years old when a photographer put his hand down her knickers while she was glamour modelling at his studio.
Meanwhile, former Baywatch star Jeremy apologised to Chloe and her family during an appearance on ITV's This Morning last week. He said he'd pulled at Chloe's robe as part of a bikini in-joke between them but accepted it had been a big mistake.
"My intentions were based on a relationship that Chloe and I had built regarding her swimsuits, and how many of them she had, and how many times she changed them on the show, and how many times they had malfunctioned in the Jacuzzi," said Jeremy.
"I was drunk with vomit on my face and I leaned in to lift the robe to see the [bikini] strap and see what bikini this is today, and she didn't have a bikini on and that's when it turned into a naughty situation."
MTV star Chloe was evicted from CBB on Friday night.
She's the first star to actually leave the house via the public vote: both Jeremy Jackson and Ken Morley were kicked out by producers, while Alexander O'Neal chose to walk at the weekend.
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