The Love Hypothesis has been on Prime Video for one day, and two widely seen Threads posts show opposite reactions to how much the movie owes the story readers loved. One post defending the adaptation passed 63,000 views and 3,000 likes. Its point was simple: the film is more fun when every change is not treated as a failure.

A second post, with more than 9,000 views and nearly 500 likes, focused on the change many readers cannot ignore. The movie removes the book’s reveal that Adam had wanted Olive for years before their fake relationship began. That choice does more than cut a piece of backstory. It changes the emotional shape of their romance.

What the movie removes from Adam’s story

In Ali Hazelwood’s novel, Olive and Adam meet briefly before the fake-dating arrangement. Holden Rodriguez later tells Olive that Adam has talked for years about someone he wanted to ask out. Olive does not immediately understand that he means her. Adam confirms it near the end, turning their first meeting into a secret he has carried through the entire story.

The movie handles that history differently. Adam remembers the earlier meeting and brings it up around the middle of the film, but the adaptation never says he had been waiting to date Olive. Its Adam starts the arrangement with no confirmed long-term crush. Viewers watch his feelings grow while the pair pretend to be together.

Why one missing reveal changes the romance

The book’s reveal asks readers to reconsider Adam’s guarded behavior. His awkwardness is not only the result of fake dating becoming real. He has been trying to manage feelings Olive did not know existed. For readers attached to that payoff, the film leaves out the part that gives earlier scenes a second meaning.

The movie gains a cleaner progression in return. Adam and Olive begin with a practical arrangement, spend time together, and fall for each other without a hidden years-long attachment. Someone meeting these characters through the film can follow that arc without waiting for a late explanation. Readers who loved Adam’s quiet longing lose one of the novel’s most romantic details.

The film chose the feeling over a scene-by-scene copy

Before release, Lili Reinhart said a successful adaptation should recreate the feeling readers had with the book instead of reproducing every page. Tom Bateman described the script as a condensed version that combines chapters and moments to fit a feature-length movie. That approach also removes Holden and gives Olive’s friendship with Anh more weight in the final act.

Some of the best-known material still made it to the screen, including the first kiss, the sunscreen scene and the fake-dating setup. The change to Adam’s history stands out because it affects how viewers understand the relationship rather than only shortening the route to the same event.

Why the two reactions are so different

Pixel Twelve’s review of The Love Hypothesis found plenty of funny moments but wanted more time for the romance to feel convincing. The missing Adam reveal helps explain why some book readers feel that gap more strongly. The film offers a direct fake-dating romance; the novel gives the same romance a hidden history.

Neither post represents every viewer. Together, they show the two responses driving this specific discussion. One side wants the freedom to enjoy a fast, charming adaptation. The other misses a detail that changed how Adam’s love story landed. Both are responding to the same creative decision, and that is why this particular cut has become harder to dismiss than a missing scene.