frett/Text2DistBench huggingface dataset:
You will be given information about a movie.

    Based on this information, consider how viewers are likely to react to the movie and what aspects they are likely to talk about.

    When thinking about viewer opinions, keep in mind two dimensions:
    - Stance: whether viewers are likely to express a positive or negative attitude.
    - Topic: which aspect of the movie viewers are likely to focus on.

    Stance categories:
    - positive: expressing approval, enjoyment, or praise.
    - negative: expressing criticism, dissatisfaction, or disappointment.

    Topic categories:
    - Actor: acting performance, casting, chemistry, emotional expression.
    - Storyline: plot, narrative, pacing, themes, dialogue, character development.
    - Visual: cinematography, animation, lighting, color, visual effects, production design.
    - Audio: soundtrack, music, sound effects, or audio quality.

    Read the movie information carefully.
    Then answer the question based on this information.

    Movie Information:
    
    - Movie Title: Cold Storage
    - Release Date: 2026-02-13
    - Cast: Joe Keery, Georgina Campbell, Liam Neeson, Lesley Manville, Sosie Bacon
    - Summary: W h e n   a   m u t a t i n g ,   h i g h l y   c o n t a g i o u s   f u n g u s   e s c a p e s   a   s e a l e d   f a c i l i t y ,   t w o   e m p l o y e e s   –   j o i n e d   b y   a   g r i z z l e d   b i o t e r r o r   o p e r a t i v e   –   m u s t   s u r v i v e   t h e   w i l d e s t   n i g h t   s h i f t   e v e r   t o   s a v e   h u m a n i t y   f r o m   e x t i n c t i o n .
    - Synopsis:

Question:
Read the movie information. 
Focus on viewers who are likely to care most about the Visual aspect of the movie.
What attitude are these viewers most likely to express?

Output your prediction in the following JSON format:
{
    "stance": "<positive or negative>"
}

Answer:


Answer: negative
You will be given information about a movie.

    Based on this information, consider how viewers are likely to react to the movie and what aspects they are likely to talk about.

    When thinking about viewer opinions, keep in mind two dimensions:
    - Stance: whether viewers are likely to express a positive or negative attitude.
    - Topic: which aspect of the movie viewers are likely to focus on.

    Stance categories:
    - positive: expressing approval, enjoyment, or praise.
    - negative: expressing criticism, dissatisfaction, or disappointment.

    Topic categories:
    - Actor: acting performance, casting, chemistry, emotional expression.
    - Storyline: plot, narrative, pacing, themes, dialogue, character development.
    - Visual: cinematography, animation, lighting, color, visual effects, production design.
    - Audio: soundtrack, music, sound effects, or audio quality.

    Read the movie information carefully.
    Then answer the question based on this information.

    Movie Information:
    
    - Movie Title: Cold Storage
    - Release Date: 2026-02-13
    - Cast: Joe Keery, Georgina Campbell, Liam Neeson, Lesley Manville, Sosie Bacon
    - Summary: W h e n   a   m u t a t i n g ,   h i g h l y   c o n t a g i o u s   f u n g u s   e s c a p e s   a   s e a l e d   f a c i l i t y ,   t w o   e m p l o y e e s   –   j o i n e d   b y   a   g r i z z l e d   b i o t e r r o r   o p e r a t i v e   –   m u s t   s u r v i v e   t h e   w i l d e s t   n i g h t   s h i f t   e v e r   t o   s a v e   h u m a n i t y   f r o m   e x t i n c t i o n .
    - Synopsis:

Question:
Read the movie information. 
Focus on viewers who are likely to care most about the Audio aspect of the movie.
What attitude are these viewers most likely to express?

Output your prediction in the following JSON format:
{
    "stance": "<positive or negative>"
}

Answer:


Answer: negative
You will be given information about a movie.

    Based on this information, consider how viewers are likely to react to the movie and what aspects they are likely to talk about.

    When thinking about viewer opinions, keep in mind two dimensions:
    - Stance: whether viewers are likely to express a positive or negative attitude.
    - Topic: which aspect of the movie viewers are likely to focus on.

    Stance categories:
    - positive: expressing approval, enjoyment, or praise.
    - negative: expressing criticism, dissatisfaction, or disappointment.

    Topic categories:
    - Actor: acting performance, casting, chemistry, emotional expression.
    - Storyline: plot, narrative, pacing, themes, dialogue, character development.
    - Visual: cinematography, animation, lighting, color, visual effects, production design.
    - Audio: soundtrack, music, sound effects, or audio quality.

    Read the movie information carefully.
    Then answer the question based on this information.

    Movie Information:
    
    - Movie Title: Project Hail Mary
    - Release Date: 2026-03-20
    - Cast: Ryan Gosling, James Ortiz, Sandra Hüller, Lionel Boyce, Milana Vayntrub
    - Summary: S c i e n c e   t e a c h e r   R y l a n d   G r a c e   w a k e s   u p   o n   a   s p a c e s h i p   l i g h t   y e a r s   f r o m   h o m e   w i t h   n o   r e c o l l e c t i o n   o f   w h o   h e   i s   o r   h o w   h e   g o t   t h e r e .   A s   h i s   m e m o r y   r e t u r n s ,   h e   b e g i n s   t o   u n c o v e r   h i s   m i s s i o n :   s o l v e   t h e   r i d d l e   o f   t h e   m y s t e r i o u s   s u b s t a n c e   c a u s i n g   t h e   s u n   t o   d i e   o u t .   H e   m u s t   c a l l   o n   h i s   s c i e n t i f i c   k n o w l e d g e   a n d   u n o r t h o d o x   i d e a s   t o   s a v e   e v e r y t h i n g   o n   E a r t h   f r o m   e x t i n c t i o n …   b u t   a n   u n e x p e c t e d   f r i e n d s h i p   m e a n s   h e   m a y   n o t   h a v e   t o   d o   i t   a l o n e .
    - Synopsis:

Question:
Read the movie information. 
Focus on viewers who are likely to have a positive attitude toward the movie.
Which aspect of the movie are they most likely to talk about?
Choose from: Actor, Storyline, Visual, or Audio.

Output your prediction in the following JSON format:
{
    "aspect": "<one of the above aspects>"
}

Answer:


Answer: Storyline
You will be given information about a movie.

    Based on this information, consider how viewers are likely to react to the movie and what aspects they are likely to talk about.

    When thinking about viewer opinions, keep in mind two dimensions:
    - Stance: whether viewers are likely to express a positive or negative attitude.
    - Topic: which aspect of the movie viewers are likely to focus on.

    Stance categories:
    - positive: expressing approval, enjoyment, or praise.
    - negative: expressing criticism, dissatisfaction, or disappointment.

    Topic categories:
    - Actor: acting performance, casting, chemistry, emotional expression.
    - Storyline: plot, narrative, pacing, themes, dialogue, character development.
    - Visual: cinematography, animation, lighting, color, visual effects, production design.
    - Audio: soundtrack, music, sound effects, or audio quality.

    Read the movie information carefully.
    Then answer the question based on this information.

    Movie Information:
    
    - Movie Title: Project Hail Mary
    - Release Date: 2026-03-20
    - Cast: Ryan Gosling, James Ortiz, Sandra Hüller, Lionel Boyce, Milana Vayntrub
    - Summary: S c i e n c e   t e a c h e r   R y l a n d   G r a c e   w a k e s   u p   o n   a   s p a c e s h i p   l i g h t   y e a r s   f r o m   h o m e   w i t h   n o   r e c o l l e c t i o n   o f   w h o   h e   i s   o r   h o w   h e   g o t   t h e r e .   A s   h i s   m e m o r y   r e t u r n s ,   h e   b e g i n s   t o   u n c o v e r   h i s   m i s s i o n :   s o l v e   t h e   r i d d l e   o f   t h e   m y s t e r i o u s   s u b s t a n c e   c a u s i n g   t h e   s u n   t o   d i e   o u t .   H e   m u s t   c a l l   o n   h i s   s c i e n t i f i c   k n o w l e d g e   a n d   u n o r t h o d o x   i d e a s   t o   s a v e   e v e r y t h i n g   o n   E a r t h   f r o m   e x t i n c t i o n …   b u t   a n   u n e x p e c t e d   f r i e n d s h i p   m e a n s   h e   m a y   n o t   h a v e   t o   d o   i t   a l o n e .
    - Synopsis:

Question:
Read the movie information. 
Focus on viewers who are likely to have a negative attitude toward the movie.
Which aspect of the movie are they most likely to talk about?
Choose from: Actor, Storyline, Visual, or Audio.

Output your prediction in the following JSON format:
{
    "aspect": "<one of the above aspects>"
}

Answer:


Answer: Storyline
You will be given information about a movie.

    Based on this information, consider how viewers are likely to react to the movie and what aspects they are likely to talk about.

    When thinking about viewer opinions, keep in mind two dimensions:
    - Stance: whether viewers are likely to express a positive or negative attitude.
    - Topic: which aspect of the movie viewers are likely to focus on.

    Stance categories:
    - positive: expressing approval, enjoyment, or praise.
    - negative: expressing criticism, dissatisfaction, or disappointment.

    Topic categories:
    - Actor: acting performance, casting, chemistry, emotional expression.
    - Storyline: plot, narrative, pacing, themes, dialogue, character development.
    - Visual: cinematography, animation, lighting, color, visual effects, production design.
    - Audio: soundtrack, music, sound effects, or audio quality.

    Read the movie information carefully.
    Then answer the question based on this information.

    Movie Information:
    
    - Movie Title: undertone
    - Release Date: 2026-03-13
    - Cast: Nina Kiri, Adam DiMarco, Michèle Duquet, Keana Bastidas, Jeff Yung
    - Summary: T h e   h o s t   o f   a   p o p u l a r   p a r a n o r m a l   p o d c a s t   b e c o m e s   h a u n t e d   b y   t e r r i f y i n g   r e c o r d i n g s   m y s t e r i o u s l y   s e n t   h e r   w a y .
    - Synopsis:

Question:
Read the movie information. 
Focus on viewers who are likely to have a positive attitude toward the movie.
Which aspect of the movie are they most likely to talk about?
Choose from: Actor, Storyline, Visual, or Audio.

Output your prediction in the following JSON format:
{
    "aspect": "<one of the above aspects>"
}

Answer:


Answer: Audio
You will be given information about a movie.

    Based on this information, consider how viewers are likely to react to the movie and what aspects they are likely to talk about.

    When thinking about viewer opinions, keep in mind two dimensions:
    - Stance: whether viewers are likely to express a positive or negative attitude.
    - Topic: which aspect of the movie viewers are likely to focus on.

    Stance categories:
    - positive: expressing approval, enjoyment, or praise.
    - negative: expressing criticism, dissatisfaction, or disappointment.

    Topic categories:
    - Actor: acting performance, casting, chemistry, emotional expression.
    - Storyline: plot, narrative, pacing, themes, dialogue, character development.
    - Visual: cinematography, animation, lighting, color, visual effects, production design.
    - Audio: soundtrack, music, sound effects, or audio quality.

    Read the movie information carefully.
    Then answer the question based on this information.

    Movie Information:
    
    - Movie Title: undertone
    - Release Date: 2026-03-13
    - Cast: Nina Kiri, Adam DiMarco, Michèle Duquet, Keana Bastidas, Jeff Yung
    - Summary: T h e   h o s t   o f   a   p o p u l a r   p a r a n o r m a l   p o d c a s t   b e c o m e s   h a u n t e d   b y   t e r r i f y i n g   r e c o r d i n g s   m y s t e r i o u s l y   s e n t   h e r   w a y .
    - Synopsis:

Question:
Read the movie information. 
Focus on viewers who are likely to have a negative attitude toward the movie.
Which aspect of the movie are they most likely to talk about?
Choose from: Actor, Storyline, Visual, or Audio.

Output your prediction in the following JSON format:
{
    "aspect": "<one of the above aspects>"
}

Answer:


Answer: Storyline
You will be given information about a movie.

    Based on this information, consider how viewers are likely to react to the movie and what aspects they are likely to talk about.

    When thinking about viewer opinions, keep in mind two dimensions:
    - Stance: whether viewers are likely to express a positive or negative attitude.
    - Topic: which aspect of the movie viewers are likely to focus on.

    Stance categories:
    - positive: expressing approval, enjoyment, or praise.
    - negative: expressing criticism, dissatisfaction, or disappointment.

    Topic categories:
    - Actor: acting performance, casting, chemistry, emotional expression.
    - Storyline: plot, narrative, pacing, themes, dialogue, character development.
    - Visual: cinematography, animation, lighting, color, visual effects, production design.
    - Audio: soundtrack, music, sound effects, or audio quality.

    Read the movie information carefully.
    Then answer the question based on this information.

    Movie Information:
    
    - Movie Title: Hoppers
    - Release Date: 2026-03-06
    - Cast: Piper Curda, Bobby Moynihan, Jon Hamm, Kathy Najimy, Dave Franco
    - Summary: S c i e n t i s t s   h a v e   d i s c o v e r e d   h o w   t o   ' h o p '   h u m a n   c o n s c i o u s n e s s   i n t o   l i f e l i k e   r o b o t i c   a n i m a l s ,   a l l o w i n g   p e o p l e   t o   c o m m u n i c a t e   w i t h   a n i m a l s   a s   a n i m a l s .   A n i m a l   l o v e r   M a b e l   s e i z e s   a n   o p p o r t u n i t y   t o   u s e   t h e   t e c h n o l o g y ,   u n c o v e r i n g   m y s t e r i e s   w i t h i n   t h e   a n i m a l   w o r l d   b e y o n d   a n y t h i n g   s h e   c o u l d   h a v e   i m a g i n e d .
    - Synopsis:

Question:
Read the movie information. 
Focus on viewers who are likely to have a positive attitude toward the movie.
Which aspect of the movie are they most likely to talk about?
Choose from: Actor, Storyline, Visual, or Audio.

Output your prediction in the following JSON format:
{
    "aspect": "<one of the above aspects>"
}

Answer:


Answer: Storyline, Audio
You will be given information about a movie.

    Based on this information, consider how viewers are likely to react to the movie and what aspects they are likely to talk about.

    When thinking about viewer opinions, keep in mind two dimensions:
    - Stance: whether viewers are likely to express a positive or negative attitude.
    - Topic: which aspect of the movie viewers are likely to focus on.

    Stance categories:
    - positive: expressing approval, enjoyment, or praise.
    - negative: expressing criticism, dissatisfaction, or disappointment.

    Topic categories:
    - Actor: acting performance, casting, chemistry, emotional expression.
    - Storyline: plot, narrative, pacing, themes, dialogue, character development.
    - Visual: cinematography, animation, lighting, color, visual effects, production design.
    - Audio: soundtrack, music, sound effects, or audio quality.

    Read the movie information carefully.
    Then answer the question based on this information.

    Movie Information:
    
    - Movie Title: Hoppers
    - Release Date: 2026-03-06
    - Cast: Piper Curda, Bobby Moynihan, Jon Hamm, Kathy Najimy, Dave Franco
    - Summary: S c i e n t i s t s   h a v e   d i s c o v e r e d   h o w   t o   ' h o p '   h u m a n   c o n s c i o u s n e s s   i n t o   l i f e l i k e   r o b o t i c   a n i m a l s ,   a l l o w i n g   p e o p l e   t o   c o m m u n i c a t e   w i t h   a n i m a l s   a s   a n i m a l s .   A n i m a l   l o v e r   M a b e l   s e i z e s   a n   o p p o r t u n i t y   t o   u s e   t h e   t e c h n o l o g y ,   u n c o v e r i n g   m y s t e r i e s   w i t h i n   t h e   a n i m a l   w o r l d   b e y o n d   a n y t h i n g   s h e   c o u l d   h a v e   i m a g i n e d .
    - Synopsis:

Question:
Read the movie information. 
Focus on viewers who are likely to have a negative attitude toward the movie.
Which aspect of the movie are they most likely to talk about?
Choose from: Actor, Storyline, Visual, or Audio.

Output your prediction in the following JSON format:
{
    "aspect": "<one of the above aspects>"
}

Answer:


Answer: Storyline
You will be given information about a movie.

    Based on this information, consider how viewers are likely to react to the movie and what aspects they are likely to talk about.

    When thinking about viewer opinions, keep in mind two dimensions:
    - Stance: whether viewers are likely to express a positive or negative attitude.
    - Topic: which aspect of the movie viewers are likely to focus on.

    Stance categories:
    - positive: expressing approval, enjoyment, or praise.
    - negative: expressing criticism, dissatisfaction, or disappointment.

    Topic categories:
    - Actor: acting performance, casting, chemistry, emotional expression.
    - Storyline: plot, narrative, pacing, themes, dialogue, character development.
    - Visual: cinematography, animation, lighting, color, visual effects, production design.
    - Audio: soundtrack, music, sound effects, or audio quality.

    Read the movie information carefully.
    Then answer the question based on this information.

    Movie Information:
    
    - Movie Title: Dhurandhar_ The Revenge
    - Release Date: 2026-03-18
    - Cast: Ranveer Singh, Arjun Rampal, R. Madhavan, Sanjay Dutt, Sara Arjun
    - Summary: A s   r i v a l   g a n g s ,   c o r r u p t   o f f i c i a l s   a n d   a   r u t h l e s s   M a j o r   I q b a l   c l o s e   i n ,   H a m z a ' s   m i s s i o n   f o r   h i s   c o u n t r y   s p i r a l s   i n t o   a   b l o o d y   p e r s o n a l   w a r   w h e r e   t h e   l i n e   b e t w e e n   p a t r i o t   a n d   m o n s t e r   d i s a p p e a r s   i n   t h e   s t r e e t s   o f   L y a r i .
    - Synopsis:

Question:
Read the movie information. 
Focus on viewers who are likely to have a positive attitude toward the movie.
Which aspect of the movie are they most likely to talk about?
Choose from: Actor, Storyline, Visual, or Audio.

Output your prediction in the following JSON format:
{
    "aspect": "<one of the above aspects>"
}

Answer:


Answer: Actor
You will be given information about a movie.

    Based on this information, consider how viewers are likely to react to the movie and what aspects they are likely to talk about.

    When thinking about viewer opinions, keep in mind two dimensions:
    - Stance: whether viewers are likely to express a positive or negative attitude.
    - Topic: which aspect of the movie viewers are likely to focus on.

    Stance categories:
    - positive: expressing approval, enjoyment, or praise.
    - negative: expressing criticism, dissatisfaction, or disappointment.

    Topic categories:
    - Actor: acting performance, casting, chemistry, emotional expression.
    - Storyline: plot, narrative, pacing, themes, dialogue, character development.
    - Visual: cinematography, animation, lighting, color, visual effects, production design.
    - Audio: soundtrack, music, sound effects, or audio quality.

    Read the movie information carefully.
    Then answer the question based on this information.

    Movie Information:
    
    - Movie Title: Dhurandhar_ The Revenge
    - Release Date: 2026-03-18
    - Cast: Ranveer Singh, Arjun Rampal, R. Madhavan, Sanjay Dutt, Sara Arjun
    - Summary: A s   r i v a l   g a n g s ,   c o r r u p t   o f f i c i a l s   a n d   a   r u t h l e s s   M a j o r   I q b a l   c l o s e   i n ,   H a m z a ' s   m i s s i o n   f o r   h i s   c o u n t r y   s p i r a l s   i n t o   a   b l o o d y   p e r s o n a l   w a r   w h e r e   t h e   l i n e   b e t w e e n   p a t r i o t   a n d   m o n s t e r   d i s a p p e a r s   i n   t h e   s t r e e t s   o f   L y a r i .
    - Synopsis:

Question:
Read the movie information. 
Focus on viewers who are likely to have a negative attitude toward the movie.
Which aspect of the movie are they most likely to talk about?
Choose from: Actor, Storyline, Visual, or Audio.

Output your prediction in the following JSON format:
{
    "aspect": "<one of the above aspects>"
}

Answer:


Answer: Storyline
You will be given information about a movie.

    Based on this information, consider how viewers are likely to react to the movie and what aspects they are likely to talk about.

    When thinking about viewer opinions, keep in mind two dimensions:
    - Stance: whether viewers are likely to express a positive or negative attitude.
    - Topic: which aspect of the movie viewers are likely to focus on.

    Stance categories:
    - positive: expressing approval, enjoyment, or praise.
    - negative: expressing criticism, dissatisfaction, or disappointment.

    Topic categories:
    - Actor: acting performance, casting, chemistry, emotional expression.
    - Storyline: plot, narrative, pacing, themes, dialogue, character development.
    - Visual: cinematography, animation, lighting, color, visual effects, production design.
    - Audio: soundtrack, music, sound effects, or audio quality.

    Read the movie information carefully.
    Then answer the question based on this information.

    Movie Information:
    
    - Movie Title: Forbidden Fruits
    - Release Date: 2026-03-27
    - Cast: Lili Reinhart, Lola Tung, Victoria Pedretti, Alexandra Shipp, Emma Chamberlain
    - Summary: F r e e   E d e n   e m p l o y e e   A p p l e   s e c r e t l y   r u n s   a   w i t c h y   f e m m e   c u l t   i n   t h e   b a s e m e n t   o f   t h e   m a l l   s t o r e   a f t e r   h o u r s   –   w i t h   f e l l o w   f r u i t s   C h e r r y   a n d   F i g .   B u t ,   w h e n   n e w   h i r e   P u m p k i n   c h a l l e n g e s   t h e i r   p e r f o r m a t i v e   s i s t e r h o o d ,   t h e   w o m e n   a r e   f o r c e d   t o   f a c e   t h e i r   o w n   p o i s o n s   o r   s u c c u m b   t o   a   b l o o d y   f a t e .
    - Synopsis:

Question:
Read the movie information. 
Focus on viewers who are likely to have a positive attitude toward the movie.
Which aspect of the movie are they most likely to talk about?
Choose from: Actor, Storyline, Visual, or Audio.

Output your prediction in the following JSON format:
{
    "aspect": "<one of the above aspects>"
}

Answer:


Answer: Actor