The last episode of "Bachelor in Paradise" season 2 last Sunday night was full of drama as it showcased Joe Bailey and his being insensitive towards Juelia Kinney, after he led her on only to go for Samantha Steffen.

As episode 6 that was aired last Monday night, August 17, fans were left hanging by the ending.

In the previous episodes, it was obvious how Kinney was so taken by Bailey, but the latter did not seem to reciprocate the feelings.

Spoiler reports previously suggested that Kinney would indeed be in for a big heart break as Steffen joins the show and stirs things up.

Kinney tried to be good person and warn Steffen about Bailey's character. However, Steffen did not take heed and even informed Bailey what Kinney just told her.

Bailey, as expected, turned things around and charmed his way to Steffen, ensuring her that what they have is real, only making Kinney even more heartbroken.

Now that the show is heading for Week 4, audiences will see some changes on the development of some relationships — and that will not include the Bailey-Steffen story.

Who among the partners will reach the end of the show?

According to a spoilers report from Reality Steve, BIP will have five couples by the start of the finale. Each pair will be given the chance to spend some time together on a date and be allowed to spend an overnight stay in a fantasy suite.

Furthermore, the report stated that one of the five couples will split up instead of going for the date.

Fans have seen a lot of Carly Waddell and Kirk DeWindt moments throughout the season, but Reality Steve revealed that Kirk will end things with Waddell before the final date.

The spoiler report indicated that Justin Reich and Cassandra Ferguson, and Nick Peterson and Steffen are still together, while Joshua Albers and Tenley Molzahn have broken up.

And as expected, the show will have a couple who gets engaged — Tanner Tolbert and Jade Roper.

What other drama will the show offer in the next episodes? Fresh episodes of "Bachelor in Paradise" season 2 airs every Sunday and Monday at 8 p.m. EST on ABC.