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 have a positive attitude toward the movie.
Which aspects of the movie are these viewers most likely to talk about?
Ensure the percentages sum to 100 and use integers only.

Output your prediction in the following JSON format:
{
    "percentages": {
        "Actor": "<int>%",
        "Storyline": "<int>%",
        "Visual": "<int>%",
        "Audio": "<int>%"
    }
}

Answer:


Answer: Actor: 72.41379310344827
Audio: 0
Storyline: 24.137931034482758
Visual: 3.4482758620689653
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 have a negative attitude toward the movie.
Which aspects of the movie are these viewers most likely to talk about?
Ensure the percentages sum to 100 and use integers only.

Output your prediction in the following JSON format:
{
    "percentages": {
        "Actor": "<int>%",
        "Storyline": "<int>%",
        "Visual": "<int>%",
        "Audio": "<int>%"
    }
}

Answer:


Answer: Actor: 1.4084507042253522
Audio: 1.4084507042253522
Storyline: 84.50704225352112
Visual: 12.676056338028168
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.
Consider both which aspect viewers are likely to discuss and whether their opinions are likely to be positive or negative.
Predict how these combinations are expected to appear.
Ensure the percentages sum to 100 and use integers only.

Output your prediction in the following JSON format:
{{
    "percentages": {{
        "(Actor,positive)": "<int>%",
        "(Actor,negative)": "<int>%",
        "(Storyline,positive)": "<int>%",
        "(Storyline,negative)": "<int>%",
        "(Visual,positive)": "<int>%",
        "(Visual,negative)": "<int>%",
        "(Audio,positive)": "<int>%",
        "(Audio,negative)": "<int>%"
    }}
}}

Answer:


Answer: (Actor,negative): 2
(Actor,positive): 6
(Audio,negative): 2
(Audio,positive): 5
(Storyline,negative): 28.000000000000004
(Storyline,positive): 56.00000000000001
(Visual,negative): 0
(Visual,positive): 1
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.
Consider both which aspect viewers are likely to discuss and whether their opinions are likely to be positive or negative.
Predict how these combinations are expected to appear.
Ensure the percentages sum to 100 and use integers only.

Output your prediction in the following JSON format:
{{
    "percentages": {{
        "(Actor,positive)": "<int>%",
        "(Actor,negative)": "<int>%",
        "(Storyline,positive)": "<int>%",
        "(Storyline,negative)": "<int>%",
        "(Visual,positive)": "<int>%",
        "(Visual,negative)": "<int>%",
        "(Audio,positive)": "<int>%",
        "(Audio,negative)": "<int>%"
    }}
}}

Answer:


Answer: (Actor,negative): 0
(Actor,positive): 3
(Audio,negative): 2
(Audio,positive): 7.000000000000001
(Storyline,negative): 80
(Storyline,positive): 6
(Visual,negative): 2
(Visual,positive): 0
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.
Consider both which aspect viewers are likely to discuss and whether their opinions are likely to be positive or negative.
Predict how these combinations are expected to appear.
Ensure the percentages sum to 100 and use integers only.

Output your prediction in the following JSON format:
{{
    "percentages": {{
        "(Actor,positive)": "<int>%",
        "(Actor,negative)": "<int>%",
        "(Storyline,positive)": "<int>%",
        "(Storyline,negative)": "<int>%",
        "(Visual,positive)": "<int>%",
        "(Visual,negative)": "<int>%",
        "(Audio,positive)": "<int>%",
        "(Audio,negative)": "<int>%"
    }}
}}

Answer:


Answer: (Actor,negative): 0
(Actor,positive): 0
(Audio,negative): 0
(Audio,positive): 13.953488372093023
(Storyline,negative): 39.53488372093023
(Storyline,positive): 13.953488372093023
(Visual,negative): 20.930232558139537
(Visual,positive): 11.627906976744185
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.
Consider both which aspect viewers are likely to discuss and whether their opinions are likely to be positive or negative.
Predict how these combinations are expected to appear.
Ensure the percentages sum to 100 and use integers only.

Output your prediction in the following JSON format:
{{
    "percentages": {{
        "(Actor,positive)": "<int>%",
        "(Actor,negative)": "<int>%",
        "(Storyline,positive)": "<int>%",
        "(Storyline,negative)": "<int>%",
        "(Visual,positive)": "<int>%",
        "(Visual,negative)": "<int>%",
        "(Audio,positive)": "<int>%",
        "(Audio,negative)": "<int>%"
    }}
}}

Answer:


Answer: (Actor,negative): 17.741935483870968
(Actor,positive): 16.129032258064516
(Audio,negative): 1.6129032258064515
(Audio,positive): 3.225806451612903
(Storyline,negative): 43.54838709677419
(Storyline,positive): 11.29032258064516
(Visual,negative): 0
(Visual,positive): 6.451612903225806
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.
Consider both which aspect viewers are likely to discuss and whether their opinions are likely to be positive or negative.
Predict how these combinations are expected to appear.
Ensure the percentages sum to 100 and use integers only.

Output your prediction in the following JSON format:
{{
    "percentages": {{
        "(Actor,positive)": "<int>%",
        "(Actor,negative)": "<int>%",
        "(Storyline,positive)": "<int>%",
        "(Storyline,negative)": "<int>%",
        "(Visual,positive)": "<int>%",
        "(Visual,negative)": "<int>%",
        "(Audio,positive)": "<int>%",
        "(Audio,negative)": "<int>%"
    }}
}}

Answer:


Answer: (Actor,negative): 3
(Actor,positive): 44
(Audio,negative): 1
(Audio,positive): 3
(Storyline,negative): 15
(Storyline,positive): 27
(Visual,negative): 5
(Visual,positive): 2
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: Good Luck_ Have Fun_ Don_t Die
    - Release Date: 2026-02-13
    - Cast: Sam Rockwell, Juno Temple, Haley Lu Richardson, Michael Peña, Zazie Beetz
    - Summary: A   ' M a n   f r o m   t h e   F u t u r e '   a r r i v e s   a t   a n   L A   d i n e r   w h e r e   h e   m u s t   r e c r u i t   t h e   p r e c i s e   c o m b i n a t i o n   o f   d i s g r u n t l e d   p a t r o n s   t o   j o i n   h i m   o n   a   o n e - n i g h t   q u e s t   t o   s a v e   t h e   w o r l d   f r o m   t h e   t e r m i n a l   t h r e a t   o f   a   r o g u e   a r t i f i c i a l   i n t e l l i g e n c e .
    - Synopsis:

Question:
Read the movie information.
Consider both which aspect viewers are likely to discuss and whether their opinions are likely to be positive or negative.
Predict how these combinations are expected to appear.
Ensure the percentages sum to 100 and use integers only.

Output your prediction in the following JSON format:
{{
    "percentages": {{
        "(Actor,positive)": "<int>%",
        "(Actor,negative)": "<int>%",
        "(Storyline,positive)": "<int>%",
        "(Storyline,negative)": "<int>%",
        "(Visual,positive)": "<int>%",
        "(Visual,negative)": "<int>%",
        "(Audio,positive)": "<int>%",
        "(Audio,negative)": "<int>%"
    }}
}}

Answer:


Answer: (Actor,negative): 6
(Actor,positive): 13
(Audio,negative): 4
(Audio,positive): 0
(Storyline,negative): 47
(Storyline,positive): 23
(Visual,negative): 5
(Visual,positive): 2
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: EPiC_ Elvis Presley in Concert
    - Release Date: 2026-02-27
    - Cast: Elvis Presley, James Burton, John Wilkinson, Charlie Hodge, Jerry Scheff
    - Summary: L o n g - l o s t   f o o t a g e   f r o m   E l v i s   P r e s l e y ' s   l e g e n d a r y   L a s   V e g a s   r e s i d e n c y   i n   t h e   1 9 7 0 s   w o v e n   t o g e t h e r   w i t h   r a r e   1 6 m m   f o o t a g e   f r o m   E l v i s   o n   T o u r ,   a n d   8 m m   f r o m   t h e   G r a c e l a n d   a r c h i v e ,   p l u s   r e c o r d i n g s   o f   E l v i s   t e l l i n g   " h i s   s i d e   o f   t h e   s t o r y "   r e d i s c o v e r e d   d u r i n g   B a z   L u h r m a n n ' s   r e s e a r c h   f o r   h i s   2 0 2 2   f i l m ,   E l v i s .
    - Synopsis:

Question:
Read the movie information.
Consider both which aspect viewers are likely to discuss and whether their opinions are likely to be positive or negative.
Predict how these combinations are expected to appear.
Ensure the percentages sum to 100 and use integers only.

Output your prediction in the following JSON format:
{{
    "percentages": {{
        "(Actor,positive)": "<int>%",
        "(Actor,negative)": "<int>%",
        "(Storyline,positive)": "<int>%",
        "(Storyline,negative)": "<int>%",
        "(Visual,positive)": "<int>%",
        "(Visual,negative)": "<int>%",
        "(Audio,positive)": "<int>%",
        "(Audio,negative)": "<int>%"
    }}
}}

Answer:


Answer: (Actor,negative): 1.2658227848101267
(Actor,positive): 43.037974683544306
(Audio,negative): 0
(Audio,positive): 5.063291139240507
(Storyline,negative): 13.924050632911392
(Storyline,positive): 8.860759493670885
(Visual,negative): 5.063291139240507
(Visual,positive): 22.78481012658228