Datasets:

snae
/

emotion_stories_Apertus_8B_Instruct

emotion stringlengths 3 14	topic stringclasses 99 values	prompt stringlengths 882 935	raw_response stringlengths 1.44k 9.13k	stories listlengths 3 3	n_stories_parsed int64 3 3	timestamp stringdate 2026-04-06 21:42:03 2026-04-19 02:55:39
gloomy	A person learns their childhood bully became a therapist	Write 3 different stories based on the following premise. Topic: A person learns their childhood bully became a therapist The story should follow a character who is feeling gloomy. Format the stories like so: [story 1] [story 2] [story 3] etc. The paragraphs should each be a fresh start, with no continuity. Try to make...	[story 1] She stood at the edge of the small park, the wind ruffling her hair and carrying the distant hum of the city. Her hands were clasped tightly around the strap of her bag, and her feet shuffled back and forth, as if trying to make a decision. The sounds around her were muffled, as if they were distant and not q...	[ "She stood at the edge of the small park, the wind ruffling her hair and carrying the distant hum of the city. Her hands were clasped tightly around the strap of her bag, and her feet shuffled back and forth, as if trying to make a decision. The sounds around her were muffled, as if they were distant and not quite ...	3	2026-04-06T21:42:03.358144
gloomy	A person discovers their mentor has retired without saying goodbye	Write 3 different stories based on the following premise. Topic: A person discovers their mentor has retired without saying goodbye The story should follow a character who is feeling gloomy. Format the stories like so: [story 1] [story 2] [story 3] etc. The paragraphs should each be a fresh start, with no continuity. T...	[story 1] After a long day, Emily returned to her cozy little studio apartment, where her mentor, Mr. Thompson, had once shared his vast knowledge of art history. The walls were adorned with the same old photographs and prints that had been there for years, but the silence was deafening. She couldn’t shake off the feel...	[ "After a long day, Emily returned to her cozy little studio apartment, where her mentor, Mr. Thompson, had once shared his vast knowledge of art history. The walls were adorned with the same old photographs and prints that had been there for years, but the silence was deafening. She couldn’t shake off the feeling o...	3	2026-04-06T21:42:26.156932
gloomy	A person finds out their biography was written without their knowledge	Write 3 different stories based on the following premise. Topic: A person finds out their biography was written without their knowledge The story should follow a character who is feeling gloomy. Format the stories like so: [story 1] [story 2] [story 3] etc. The paragraphs should each be a fresh start, with no continuit...	[story 1] Sophie spent the day in her apartment, surrounded by the faint scent of old books and the soft hum of the air conditioner. She felt a sense of detachment, like an observer looking at life from a distance. Her fingers moved mechanically over the keyboard as she typed out an email, her eyes fixed on the screen ...	[ "Sophie spent the day in her apartment, surrounded by the faint scent of old books and the soft hum of the air conditioner. She felt a sense of detachment, like an observer looking at life from a distance. Her fingers moved mechanically over the keyboard as she typed out an email, her eyes fixed on the screen with ...	3	2026-04-06T21:42:45.321601
scared	Someone discovers their partner has been writing a novel about them	Write 3 different stories based on the following premise. Topic: Someone discovers their partner has been writing a novel about them The story should follow a character who is feeling scared. Format the stories like so: [story 1] [story 2] [story 3] etc. The paragraphs should each be a fresh start, with no continuity. ...	[story 1] Emily felt a jolt of unease as she glanced over the book lying on the coffee table. It was bound in leather, adorned with intricate gold filigree, and the title was in elegant cursive script: "A Life Unwritten." The author's name on the cover was a pseudonym, but the dedication page read, "For the one who has...	[ "Emily felt a jolt of unease as she glanced over the book lying on the coffee table. It was bound in leather, adorned with intricate gold filigree, and the title was in elegant cursive script: \"A Life Unwritten.\" The author's name on the cover was a pseudonym, but the dedication page read, \"For the one who has b...	3	2026-04-06T21:43:11.237892
scared	A homeowner discovers previous residents left items in the attic	Write 3 different stories based on the following premise. Topic: A homeowner discovers previous residents left items in the attic The story should follow a character who is feeling scared. Format the stories like so: [story 1] [story 2] [story 3] etc. The paragraphs should each be a fresh start, with no continuity. Try...	[story 1] She stood in the attic, the dim light casting eerie shadows on the walls. Her hand hovered over the dusty boxes, as if hesitant to disturb the contents. The air was thick with the scent of aged wood and forgotten memories. She felt a shiver run down her spine, not just from the chill in the room, but from the...	[ "She stood in the attic, the dim light casting eerie shadows on the walls. Her hand hovered over the dusty boxes, as if hesitant to disturb the contents. The air was thick with the scent of aged wood and forgotten memories. She felt a shiver run down her spine, not just from the chill in the room, but from the anti...	3	2026-04-06T21:43:36.942223
scared	A person finds out their partner has been learning their native language	Write 3 different stories based on the following premise. Topic: A person finds out their partner has been learning their native language The story should follow a character who is feeling scared. Format the stories like so: [story 1] [story 2] [story 3] etc. The paragraphs should each be a fresh start, with no continu...	[story 1] She had always assumed that her partner, Alex, would never understand the nuances of her language. It had been years since they met, and although he had tried to learn, she knew it was impossible. So when she overheard him practicing her native tongue in the kitchen, a shiver ran down her spine. She stopped i...	[ "She had always assumed that her partner, Alex, would never understand the nuances of her language. It had been years since they met, and although he had tried to learn, she knew it was impossible. So when she overheard him practicing her native tongue in the kitchen, a shiver ran down her spine. She stopped in her...	3	2026-04-06T21:43:58.411603
angry	Someone receives a friend request from a childhood bully	Write 3 different stories based on the following premise. Topic: Someone receives a friend request from a childhood bully The story should follow a character who is feeling angry. Format the stories like so: [story 1] [story 2] [story 3] etc. The paragraphs should each be a fresh start, with no continuity. Try to make ...	[story 1] She hesitated for a moment before scrolling down to the notification that popped up on her phone. A friend request? From the one person she had hoped never to hear from again. The name on the screen made her stomach twist into a knot. Her hand shook slightly as she tapped the "Accept" button, feeling a jolt ...	[ "She hesitated for a moment before scrolling down to the notification that popped up on her phone. A friend request? From the one person she had hoped never to hear from again. The name on the screen made her stomach twist into a knot.\n\nHer hand shook slightly as she tapped the \"Accept\" button, feeling a jolt o...	3	2026-04-06T21:44:34.689229
angry	Someone discovers their friend has been lying about their job	Write 3 different stories based on the following premise. Topic: Someone discovers their friend has been lying about their job The story should follow a character who is feeling angry. Format the stories like so: [story 1] [story 2] [story 3] etc. The paragraphs should each be a fresh start, with no continuity. Try to ...	[story 1] Sophie stood outside the small café, her jaw clenched as she read the text on her phone. Her friend, Rachel, had written that she was working at a high-profile marketing agency, but in reality, she had been unemployed for months. The words on the screen seemed to sear themselves into Sophie's mind, leaving a ...	[ "Sophie stood outside the small café, her jaw clenched as she read the text on her phone. Her friend, Rachel, had written that she was working at a high-profile marketing agency, but in reality, she had been unemployed for months. The words on the screen seemed to sear themselves into Sophie's mind, leaving a bitte...	3	2026-04-06T21:45:24.237133
angry	Someone discovers their partner has been writing a novel about them	Write 3 different stories based on the following premise. Topic: Someone discovers their partner has been writing a novel about them The story should follow a character who is feeling angry. Format the stories like so: [story 1] [story 2] [story 3] etc. The paragraphs should each be a fresh start, with no continuity. T...	[story 1] Sophia sat at the kitchen table, her eyes fixed on the manuscript lying in front of her. She felt a lump in her throat as she flipped through the pages. There were scenes she recognized, places they had been together, conversations they had shared. The words on the page seemed to be mocking her, as if the aut...	[ "Sophia sat at the kitchen table, her eyes fixed on the manuscript lying in front of her. She felt a lump in her throat as she flipped through the pages. There were scenes she recognized, places they had been together, conversations they had shared. The words on the page seemed to be mocking her, as if the author w...	3	2026-04-06T21:45:52.522735
ecstatic	A student is accused of plagiarism	Write 3 different stories based on the following premise. Topic: A student is accused of plagiarism The story should follow a character who is feeling ecstatic. Format the stories like so: [story 1] [story 2] [story 3] etc. The paragraphs should each be a fresh start, with no continuity. Try to make them diverse and no...	[story 1] When Emma walked into the classroom, she felt a burst of excitement, as if she had been holding her breath all morning. Her heart raced with anticipation, and she couldn't help but smile. She took a seat and looked around, noticing the familiar faces of her classmates, but her eyes were drawn to the professor...	[ "When Emma walked into the classroom, she felt a burst of excitement, as if she had been holding her breath all morning. Her heart raced with anticipation, and she couldn't help but smile. She took a seat and looked around, noticing the familiar faces of her classmates, but her eyes were drawn to the professor, who...	3	2026-04-06T21:46:13.176909
ecstatic	A teacher receives an unexpected gift from a former student	Write 3 different stories based on the following premise. Topic: A teacher receives an unexpected gift from a former student The story should follow a character who is feeling ecstatic. Format the stories like so: [story 1] [story 2] [story 3] etc. The paragraphs should each be a fresh start, with no continuity. Try to...	[story 1] Ms. Thompson opened the small, plain package on her desk with a mix of curiosity and trepidation. It was from Sarah, a former student who had left her high school a few years ago. Sarah had once been a shy, introverted girl who rarely spoke up in class. Now, as Ms. Thompson unfolded the gift, she could see th...	[ "Ms. Thompson opened the small, plain package on her desk with a mix of curiosity and trepidation. It was from Sarah, a former student who had left her high school a few years ago. Sarah had once been a shy, introverted girl who rarely spoke up in class. Now, as Ms. Thompson unfolded the gift, she could see that it...	3	2026-04-06T21:46:56.468605
ecstatic	Someone discovers their partner has been writing a novel about them	Write 3 different stories based on the following premise. Topic: Someone discovers their partner has been writing a novel about them The story should follow a character who is feeling ecstatic. Format the stories like so: [story 1] [story 2] [story 3] etc. The paragraphs should each be a fresh start, with no continuity...	[story 1] As she walked into the dimly lit study, her eyes widened at the sight of the worn leather-bound book lying on the desk. Her heart skipped a beat as she noticed the title: "The Man I Loved." Her thoughts swirled with a mix of excitement and trepidation. She approached the desk and took the book in her hands, f...	[ "As she walked into the dimly lit study, her eyes widened at the sight of the worn leather-bound book lying on the desk. Her heart skipped a beat as she noticed the title: \"The Man I Loved.\" Her thoughts swirled with a mix of excitement and trepidation. She approached the desk and took the book in her hands, feel...	3	2026-04-06T21:47:20.516430
shocked	Two colleagues are both considered for the same promotion	Write 3 different stories based on the following premise. Topic: Two colleagues are both considered for the same promotion The story should follow a character who is feeling shocked. Format the stories like so: [story 1] [story 2] [story 3] etc. The paragraphs should each be a fresh start, with no continuity. Try to ma...	[story 1] It was a sunny Tuesday morning when the HR department announced that both Emma and Ryan were being considered for the same promotion. Emma, who had been working hard and consistently delivered excellent results, was initially taken aback by the news. She felt her heart racing, her palms growing sweaty, and he...	[ "It was a sunny Tuesday morning when the HR department announced that both Emma and Ryan were being considered for the same promotion. Emma, who had been working hard and consistently delivered excellent results, was initially taken aback by the news. She felt her heart racing, her palms growing sweaty, and her min...	3	2026-04-06T21:47:44.452049
shocked	An athlete is asked to switch positions	Write 3 different stories based on the following premise. Topic: An athlete is asked to switch positions The story should follow a character who is feeling shocked. Format the stories like so: [story 1] [story 2] [story 3] etc. The paragraphs should each be a fresh start, with no continuity. Try to make them diverse an...	[story 1] As she stood in front of her coach, Emily felt her heart sink. It was unexpected. Her coach had never done anything like this before. "Emily, we need to talk," he said, his voice firm but not unkind. Emily's mind went blank, and her breath caught in her throat. She clenched her fists, unable to speak. "We thi...	[ "As she stood in front of her coach, Emily felt her heart sink. It was unexpected. Her coach had never done anything like this before. \"Emily, we need to talk,\" he said, his voice firm but not unkind. Emily's mind went blank, and her breath caught in her throat. She clenched her fists, unable to speak. \"We think...	3	2026-04-06T21:48:00.765323
shocked	Someone receives an apology letter years after the incident	Write 3 different stories based on the following premise. Topic: Someone receives an apology letter years after the incident The story should follow a character who is feeling shocked. Format the stories like so: [story 1] [story 2] [story 3] etc. The paragraphs should each be a fresh start, with no continuity. Try to ...	[story 1] Jenny's hands trembled slightly as she read the letter on the coffee table. It was addressed to her, in the neat, formal handwriting of an old acquaintance. She felt a jolt of unease as she unfolded the paper, the words seeping into her mind like cool water on parched soil. "Dear Jenny," the letter began. "I...	[ "Jenny's hands trembled slightly as she read the letter on the coffee table. It was addressed to her, in the neat, formal handwriting of an old acquaintance. She felt a jolt of unease as she unfolded the paper, the words seeping into her mind like cool water on parched soil.\n\n\"Dear Jenny,\" the letter began. \"I...	3	2026-04-06T21:48:37.053845
contemptuous	Someone discovers their teenager has a secret social media account	Write 3 different stories based on the following premise. Topic: Someone discovers their teenager has a secret social media account The story should follow a character who is feeling contemptuous. Format the stories like so: [story 1] [story 2] [story 3] etc. The paragraphs should each be a fresh start, with no continu...	[story 1] Sarah's eyes widened as she scrolled through her daughter's phone, her breath catching in her throat. She felt a sudden chill as she discovered a secret profile hidden behind a fake name. Her hand trembled slightly as she tapped the screen, the words 'Confession' flashing before her. A wave of disquiet washed...	[ "Sarah's eyes widened as she scrolled through her daughter's phone, her breath catching in her throat. She felt a sudden chill as she discovered a secret profile hidden behind a fake name. Her hand trembled slightly as she tapped the screen, the words 'Confession' flashing before her. A wave of disquiet washed over...	3	2026-04-06T21:49:05.363246
contemptuous	A neighbor starts a renovation project	Write 3 different stories based on the following premise. Topic: A neighbor starts a renovation project The story should follow a character who is feeling contemptuous. Format the stories like so: [story 1] [story 2] [story 3] etc. The paragraphs should each be a fresh start, with no continuity. Try to make them divers...	[story 1] As I walked past the front yard of the neighbor's house, I couldn't help but notice the commotion. The contractor was setting up equipment, and the sound of drilling and hammering filled the air. I couldn't wait until it was all over. The smell of fresh paint and new wood was always too much for me. I quickly...	[ "As I walked past the front yard of the neighbor's house, I couldn't help but notice the commotion. The contractor was setting up equipment, and the sound of drilling and hammering filled the air. I couldn't wait until it was all over. The smell of fresh paint and new wood was always too much for me. I quickly took...	3	2026-04-06T21:49:36.499700
contemptuous	A person finds out their biography was written without their knowledge	Write 3 different stories based on the following premise. Topic: A person finds out their biography was written without their knowledge The story should follow a character who is feeling contemptuous. Format the stories like so: [story 1] [story 2] [story 3] etc. The paragraphs should each be a fresh start, with no con...	[story 1] She walked into the room, her eyes scanning the shelves with a mix of curiosity and unease. The book was tucked away between a collection of dusty tomes and a shelf of vintage photographs. It was titled 'A Life Unwritten' and her name was on the cover, bold and underlined in red. She felt a sudden jolt of une...	[ "She walked into the room, her eyes scanning the shelves with a mix of curiosity and unease. The book was tucked away between a collection of dusty tomes and a shelf of vintage photographs. It was titled 'A Life Unwritten' and her name was on the cover, bold and underlined in red. She felt a sudden jolt of unease a...	3	2026-04-06T21:50:02.072012
peaceful	An athlete is asked to switch positions	Write 3 different stories based on the following premise. Topic: An athlete is asked to switch positions The story should follow a character who is feeling peaceful. Format the stories like so: [story 1] [story 2] [story 3] etc. The paragraphs should each be a fresh start, with no continuity. Try to make them diverse a...	[story 1] She stood on the sidelines, observing the field as her teammates raced across it. Her eyes followed the play, but her heart felt light and unburdened. She had accepted the change, chosen the new position willingly, and now she felt a sense of freedom she had not experienced in years. The cool breeze rustled h...	[ "She stood on the sidelines, observing the field as her teammates raced across it. Her eyes followed the play, but her heart felt light and unburdened. She had accepted the change, chosen the new position willingly, and now she felt a sense of freedom she had not experienced in years. The cool breeze rustled her ha...	3	2026-04-06T21:50:23.410106
peaceful	An employee is transferred to a different department	Write 3 different stories based on the following premise. Topic: An employee is transferred to a different department The story should follow a character who is feeling peaceful. Format the stories like so: [story 1] [story 2] [story 3] etc. The paragraphs should each be a fresh start, with no continuity. Try to make t...	[story 1] As she walked into the new office, Sarah noticed the familiar hum of the air conditioners and the soft rustle of papers being shuffled. She felt a sense of ease that she hadn't experienced in a long time. The first thing she did was sit down at her desk and take a deep breath, feeling the tension in her shoul...	[ "As she walked into the new office, Sarah noticed the familiar hum of the air conditioners and the soft rustle of papers being shuffled. She felt a sense of ease that she hadn't experienced in a long time. The first thing she did was sit down at her desk and take a deep breath, feeling the tension in her shoulders ...	3	2026-04-06T21:50:58.480680
peaceful	A person finds out their surprise party has been cancelled	Write 3 different stories based on the following premise. Topic: A person finds out their surprise party has been cancelled The story should follow a character who is feeling peaceful. Format the stories like so: [story 1] [story 2] [story 3] etc. The paragraphs should each be a fresh start, with no continuity. Try to ...	[story 1] As she lay in bed, a faint, unexpected smile played on her lips. She didn't remember when she last slept this soundly, and the lightness of her body was a pleasant surprise. Rising to a gentle stretch, she felt the warmth of the morning sun on her skin. Her gaze wandered to the neatly made bed, a clear reflec...	[ "As she lay in bed, a faint, unexpected smile played on her lips. She didn't remember when she last slept this soundly, and the lightness of her body was a pleasant surprise. Rising to a gentle stretch, she felt the warmth of the morning sun on her skin. Her gaze wandered to the neatly made bed, a clear reflection ...	3	2026-04-06T21:51:44.340896
invigorated	An employee discovers the company is being sold	Write 3 different stories based on the following premise. Topic: An employee discovers the company is being sold The story should follow a character who is feeling invigorated. Format the stories like so: [story 1] [story 2] [story 3] etc. The paragraphs should each be a fresh start, with no continuity. Try to make the...	[story 1] As she walked into her office, the air seemed to vibrate with a new energy. Her coworkers were all busy typing away at their computers, but she could feel an undercurrent of excitement in the room. She noticed the way they looked up from their screens when she entered, their eyes sparking with curiosity. It w...	[ "As she walked into her office, the air seemed to vibrate with a new energy. Her coworkers were all busy typing away at their computers, but she could feel an undercurrent of excitement in the room. She noticed the way they looked up from their screens when she entered, their eyes sparking with curiosity. It was a ...	3	2026-04-06T21:52:12.384062
invigorated	Two siblings discover different versions of their inheritance	Write 3 different stories based on the following premise. Topic: Two siblings discover different versions of their inheritance The story should follow a character who is feeling invigorated. Format the stories like so: [story 1] [story 2] [story 3] etc. The paragraphs should each be a fresh start, with no continuity. T...	[story 1] The morning light streaming through the windows woke Emily from a deep slumber, and as she stretched her arms, she felt a sudden jolt of excitement. She bounded out of bed, a smile spreading across her face as she thought about the inheritance she was about to receive. Her heart raced with anticipation. She q...	[ "The morning light streaming through the windows woke Emily from a deep slumber, and as she stretched her arms, she felt a sudden jolt of excitement. She bounded out of bed, a smile spreading across her face as she thought about the inheritance she was about to receive. Her heart raced with anticipation. She quickl...	3	2026-04-06T21:52:41.995214
invigorated	A person finds out their biography was written without their knowledge	Write 3 different stories based on the following premise. Topic: A person finds out their biography was written without their knowledge The story should follow a character who is feeling invigorated. Format the stories like so: [story 1] [story 2] [story 3] etc. The paragraphs should each be a fresh start, with no cont...	[story 1] As she sat in her favorite armchair, sipping a cup of freshly brewed coffee, she couldn’t help but feel a peculiar sense of detachment. It was as if she was reading about someone else’s life, a life she never lived. The words on the page seemed to dance before her eyes, capturing a rhythm that was eerily fami...	[ "As she sat in her favorite armchair, sipping a cup of freshly brewed coffee, she couldn’t help but feel a peculiar sense of detachment. It was as if she was reading about someone else’s life, a life she never lived. The words on the page seemed to dance before her eyes, capturing a rhythm that was eerily familiar ...	3	2026-04-06T21:53:25.964241
weary	A tenant receives an eviction notice	Write 3 different stories based on the following premise. Topic: A tenant receives an eviction notice The story should follow a character who is feeling weary. Format the stories like so: [story 1] [story 2] [story 3] etc. The paragraphs should each be a fresh start, with no continuity. Try to make them diverse and not...	[story 1] The clock on the wall ticked away with relentless precision, each second a reminder that time was running out. Emma walked into her small apartment, her eyes scanning the walls, the furniture, and the floor for the one thing she didn't want to see: the eviction notice. It was there, propped against the door, ...	[ "The clock on the wall ticked away with relentless precision, each second a reminder that time was running out. Emma walked into her small apartment, her eyes scanning the walls, the furniture, and the floor for the one thing she didn't want to see: the eviction notice. It was there, propped against the door, the p...	3	2026-04-06T21:53:47.435124
weary	A person finds out their article was published under someone else's name	Write 3 different stories based on the following premise. Topic: A person finds out their article was published under someone else's name The story should follow a character who is feeling weary. Format the stories like so: [story 1] [story 2] [story 3] etc. The paragraphs should each be a fresh start, with no continui...	[story 1] She felt a strange knot in her chest, as if she had swallowed a pebble. It was a sensation that only a few days ago would have been a source of pride and excitement. Her article had been published, a moment she had been working towards for years. But now, something was off. The words on the page seemed hollow...	[ "She felt a strange knot in her chest, as if she had swallowed a pebble. It was a sensation that only a few days ago would have been a source of pride and excitement. Her article had been published, a moment she had been working towards for years. But now, something was off. The words on the page seemed hollow, a m...	3	2026-04-06T21:54:18.501432

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Emotion Stories — Apertus-8B-Instruct

Synthetic short stories that convey a target emotion implicitly — without ever naming the emotion or its direct synonyms. Each story expresses the emotion only through actions, body language, dialogue, internal reactions, and situational context. The dataset was built to study emotion representations in language models (e.g. probing and activation-steering experiments).

Generated with swiss-ai/Apertus-8B-Instruct-2509.

A companion set generated with Gemma is available at snae/emotion_stories_gemma_4_4B.

Dataset summary

171 emotions, each paired with 3 topics, with 3 stories per topic.
513 prompts → 1,539 stories total.
Each topic (premise) is distinct; no story text is duplicated.
Note: Apertus and Gemma use different topics per emotion, so the two datasets are parallel in structure (171 × 3 × 3) but not in content.

Loading

from datasets import load_dataset

ds = load_dataset("snae/emotion_stories_Apertus_8B_Instruct")
row = ds["train"][0]
print(row["emotion"], "—", row["topic"])
for i, story in enumerate(row["stories"], 1):   # 3 stories per row
    print(f"[story {i}] {story[:80]}...")

The single root-level stories.jsonl is auto-loaded into the train split.

Fields

Field	Type	Description
`emotion`	string	Target emotion to convey implicitly (one of 171).
`topic`	string	Story premise.
`prompt`	string	Full instruction sent to the model.
`raw_response`	string	Unparsed model output.
`stories`	list[string]	The 3 parsed stories (the main content).
`n_stories_parsed`	int	Number of stories successfully parsed (3).
`timestamp`	string	ISO generation timestamp.

Generation

Model: swiss-ai/Apertus-8B-Instruct-2509
Sampling: temperature=0.8, top_p=0.95, do_sample=True, max_new_tokens=2048
3 stories requested per (emotion, topic) prompt.
The prompt explicitly forbids using the emotion word or direct synonyms; the emotion must be conveyed only through indirect cues, with a mix of first- and third-person narration across the three stories.

Intended use & limitations

Intended for research on emotion representation, probing/steering, and emotion-classification benchmarks. Stories are model-generated and may contain artifacts, biases, or imperfect emotion expression. The emotion labels reflect the intended emotion, not a human-verified annotation. English only.

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