Bachelor in Paradise
Pictured: The poster of Facebook/Bachelor in Paradise

Season 3 of "Bachelor in Paradise" is winding up and those who haven't found love have started calling it quits.

Monday's episode saw the twins leaving the island, but before they left they took it as their responsibility to warn Amanda of Josh's intentions. The twins -- Emily and Haley Ferguson – and their good friend Nick Viall think Josh came on to the island to redeem his image following the damage done by Andi Dorfman's tell-all book. They also believe that Josh being upset about the sleeping arrangements is concerning.

"The fact that he's cracked a little bit from something as simple as Amanda decided to go to bed without telling him, that's concerning to me, right?" Nick shared. "So, it's hard to believe that (Andi) wrote a fictional book about Josh that was all made up, but there's some accurate things about me. And, so I think it's a very fair question to ask: Did he come 'cause he thought he could repair his image?"

Amanda later confronted Josh with the allegations raised by the twins, and he did not take it lightly. Gathering his fellow contestants on the beach, Josh said he came on the show to find love and reiterated the fact that Andi's book is fictional.

"I am very frustrated right now. Ever since I've been here for some reason one person or multiple people have accused me of being fake ... It's very disrespectful. It's inconsiderate, and it's a bunch of (expletive) to be honest with you," Josh said. "I don't need to be here. My dog's been battling cancer for six straight months. I wasn't gonna come here. I am looking for somebody — period."

Elsewhere in the episode, Caila too announced her decision to quit the show saying that her romance with Jared has come to a standstill due to Ashley's interference. The next episode will see Jared too walking away from the show to explore his relationship with Caila, away from the prying gaze of the cameras.

Are they still together? No, according to Reality Steve. "I'm hearing these two are going to try to date in the real world, but it's probably not going to last since I'm hearing Caila really isn't all that interested in him," the spoiler guru wrote.

"Bachelor in Paradise" airs Mondays and Tuesdays on ABC. New episodes can be watched online on Abc.com or abc.go.com.