Automated Cruelty – Part 1

Story code: ST-000103

Part 1: Sub-Optimal

Elias stared at the thick red banner bisecting his monitor. ACCOUNT SUSPENDED: Sub-Optimal Vocal Affect. The automated Quality Assurance client had frozen his workstation right in the middle of a troubleshooting ticket. His mouse cursor hovered uselessly over the grayed-out login button, unresponsive to his frantic clicking. On the right sidebar, a live graph displayed his vocal analytics from the last three hours. Steep, jagged lines flashed across the interface, labeled with harsh red tags like Micro-tremors Detected and Pitch Fluctuation Critical. The artificial intelligence monitoring his customer service calls had unilaterally decided his tone was a liability to the corporate brand.

He grabbed his cell phone from the cluttered desk and dialed his team lead. The line rang four times before Marcus answered with a heavy, put-upon sigh. Elias gripped the edge of his desk, white-knuckling the particleboard. He spoke in a low, measured tone, trying desperately to project the very stability the software claimed he lacked. He explained that he needed the account unlocked immediately so he could finish his shift. He told Marcus about the legal retainer fee due by the end of the week, explaining that missing even half a day of pay would put him in default with his attorney.

The clacking of a keyboard echoed through the speaker as Marcus typed something on his end. Marcus did not offer any sympathy. Instead, he read directly from a company script, stating that the behavioral algorithm had flagged three consecutive calls for severe emotional distress. The system required a mandatory forty-eight-hour wellness freeze for agents exhibiting erratic vocal markers.

Elias pressed the phone tighter against his ear. He insisted he was completely fine, blaming a lack of sleep and a difficult customer. He promised to stick strictly to the approved script and keep his voice entirely flat. He begged for an administrative override code.

Marcus delivered a flat, practiced corporate brush-off. He stated that human supervisors could not override a Tier 3 AI behavioral flag. He advised Elias to use the mandatory unpaid time off to center himself, suggested a deep-breathing application, and promptly hung up.

The dial tone hummed against Elias’s ear. He dropped the phone onto his desk and looked at the digital clock in the corner of his monitor. 1:51 PM. He had exactly nine minutes until his virtual mediation session began. A cold, suffocating weight settled in his chest, making it difficult to draw a full breath. The automated suspension was not just a devastating loss of immediate income. The opposing counsel in his civil lawsuit had recently filed a subpoena for his employment records, specifically seeking to establish a pattern of mental instability. They wanted to paint him as unhinged. Now, his company’s algorithm had handed them a freshly generated, time-stamped report labeling him emotionally distressed and erratic. The digital paper trail was perfect, and it was entirely manufactured by a machine analyzing the microscopic trembling in his vocal cords.

He closed his eyes and forced his lungs to expand. He could not afford to let the panic take hold. He reached for his mouse and minimized the locked work portal, hiding the damning red banner from sight. Behind it sat his internet browser, already pointed to the secure video conferencing link for his court-ordered mediation.

Elias clicked the link. The screen went black for a brief second before his webcam light flickered green. A grid of four squares appeared on his monitor, stark against the dark mode background.

In the top left square, the court-appointed mediator adjusted her glasses and organized a stack of manila folders on her desk. She looked exhausted, her attention already divided by paperwork. In the top right, Elias’s lawyer, Sarah, typed furiously on a laptop, her brow furrowed in deep concentration as she reviewed her notes.

The bottom left square showed Elias himself. He studied his own video feed, cataloging the dark circles under his eyes, the pale sheen of sweat on his forehead, and the rigid posture of his shoulders. He looked exactly like the erratic, unstable person the algorithm claimed him to be. He quickly adjusted his collar, sat up straighter, and tried to smooth out his expression into a mask of total composure. He had to look sane. He had to look credible.

The bottom right square remained a black void with a white loading circle spinning in the center.

The mediator unmuted her microphone to announce that they were simply waiting on the respondent to join the secure server. Elias swallowed hard. The silence in his small apartment felt impossibly heavy, pressing against his eardrums. He kept his eyes fixed on that spinning circle. The red suspension banner from his work screen still burned in his mind, mocking his attempts to appear in control. Every second that ticked by felt like a physical weight pressing down on his chest.

The black square flashed white. A high-definition video feed materialized.

Pastor Miller sat in his immaculate, wood-paneled office. Rows of leather-bound theological texts lined the shelves behind him, perfectly dusted and arranged in precise color blocks. The silver cross pinned to his tailored suit lapel caught the light from an expensive ring lamp. He looked exactly as he had ten years ago, completely untouched by time, stress, or consequence. His posture was relaxed, his silver hair immaculately styled.

Miller’s eyes tracked across his monitor, landing directly on Elias’s video square. A slow, warm smile spread across the older man’s face, completely devoid of malice and terrifying in its absolute calm. He reached out to adjust his desktop microphone, folded his hands neatly on his polished mahogany desk, and leaned forward toward the camera with chilling gentleness to speak.

Elias stared at the thick red banner bisecting his monitor. ACCOUNT SUSPENDED: Sub-Optimal Vocal Affect. The automated Quality Assurance client had frozen his workstation right in the middle of a troubleshooting ticket. His mouse cursor hovered uselessly over the grayed-out login button, unresponsive to his frantic clicking. On the right sidebar, a live graph displayed his vocal analytics from the last three hours. Steep, jagged lines flashed across the interface, labeled with harsh red tags like Micro-tremors Detected and Pitch Fluctuation Critical. The artificial intelligence monitoring his customer service calls had unilaterally decided his tone was a liability to the corporate brand.

He grabbed his cell phone from the cluttered desk and dialed his team lead. The line rang four times before Marcus answered with a heavy, put-upon sigh. Elias gripped the edge of his desk, white-knuckling the particleboard. He spoke in a low, measured tone, trying desperately to project the very stability the software claimed he lacked. He explained that he needed the account unlocked immediately so he could finish his shift. He told Marcus about the legal retainer fee due by the end of the week, explaining that missing even half a day of pay would put him in default with his attorney.

The clacking of a keyboard echoed through the speaker as Marcus typed something on his end. Marcus did not offer any sympathy. Instead, he read directly from a company script, stating that the behavioral algorithm had flagged three consecutive calls for severe emotional distress. The system required a mandatory forty-eight-hour wellness freeze for agents exhibiting erratic vocal markers.

Elias pressed the phone tighter against his ear. He insisted he was completely fine, blaming a lack of sleep and a difficult customer. He promised to stick strictly to the approved script and keep his voice entirely flat. He begged for an administrative override code.

Marcus delivered a flat, practiced corporate brush-off. He stated that human supervisors could not override a Tier 3 AI behavioral flag. He advised Elias to use the mandatory unpaid time off to center himself, suggested a deep-breathing application, and promptly hung up.

The dial tone hummed against Elias’s ear. He dropped the phone onto his desk and looked at the digital clock in the corner of his monitor. 1:51 PM. He had exactly nine minutes until his virtual mediation session began. A cold, suffocating weight settled in his chest, making it difficult to draw a full breath. The automated suspension was not just a devastating loss of immediate income. The opposing counsel in his civil lawsuit had recently filed a subpoena for his employment records, specifically seeking to establish a pattern of mental instability. They wanted to paint him as unhinged. Now, his company’s algorithm had handed them a freshly generated, time-stamped report labeling him emotionally distressed and erratic. The digital paper trail was perfect, and it was entirely manufactured by a machine analyzing the microscopic trembling in his vocal cords.

He closed his eyes and forced his lungs to expand. He could not afford to let the panic take hold. He reached for his mouse and minimized the locked work portal, hiding the damning red banner from sight. Behind it sat his internet browser, already pointed to the secure video conferencing link for his court-ordered mediation.

Elias clicked the link. The screen went black for a brief second before his webcam light flickered green. A grid of four squares appeared on his monitor, stark against the dark mode background.

In the top left square, the court-appointed mediator adjusted her glasses and organized a stack of manila folders on her desk. She looked exhausted, her attention already divided by paperwork. In the top right, Elias’s lawyer, Sarah, typed furiously on a laptop, her brow furrowed in deep concentration as she reviewed her notes.

The bottom left square showed Elias himself. He studied his own video feed, cataloging the dark circles under his eyes, the pale sheen of sweat on his forehead, and the rigid posture of his shoulders. He looked exactly like the erratic, unstable person the algorithm claimed him to be. He quickly adjusted his collar, sat up straighter, and tried to smooth out his expression into a mask of total composure. He had to look sane. He had to look credible.

The bottom right square remained a black void with a white loading circle spinning in the center.

The mediator unmuted her microphone to announce that they were simply waiting on the respondent to join the secure server. Elias swallowed hard. The silence in his small apartment felt impossibly heavy, pressing against his eardrums. He kept his eyes fixed on that spinning circle. The red suspension banner from his work screen still burned in his mind, mocking his attempts to appear in control. Every second that ticked by felt like a physical weight pressing down on his chest.

The black square flashed white. A high-definition video feed materialized.

Pastor Miller sat in his immaculate, wood-paneled office. Rows of leather-bound theological texts lined the shelves behind him, perfectly dusted and arranged in precise color blocks. The silver cross pinned to his tailored suit lapel caught the light from an expensive ring lamp. He looked exactly as he had ten years ago, completely untouched by time, stress, or consequence. His posture was relaxed, his silver hair immaculately styled.

Miller’s eyes tracked across his monitor, landing directly on Elias’s video square. A slow, warm smile spread across the older man’s face, completely devoid of malice and terrifying in its absolute calm. He reached out to adjust his desktop microphone, folded his hands neatly on his polished mahogany desk, and leaned forward toward the camera with chilling gentleness to speak.


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