He felt it first as a tremor, deep in his gut, a churning unease that spread outward, seizing his limbs. The department transfer. From R&D to Customer Service. He could feel his face flush, a burning sensation that began in his cheeks and crept up his neck. He began to pace his small cubicle, the confined space suddenly feeling claustrophobic.

“Absolutely not,” he muttered, his voice a low, strangled rasp. The words vibrated in his chest, a desperate protest. The air felt thick, heavy, as if the walls were closing in. He ran a hand through his already disheveled hair, leaving it standing on end.

He grabbed the nearest stapler and hurled it across the room. It smashed against the wall with a loud bang, and he flinched, as if the sound had been directed at him. His heart hammered against his ribs, a frantic rhythm that mirrored the turmoil inside him. He envisioned himself answering phones all day, dealing with complaints. He wouldn't last a day. He couldn't.

Emotion: hysterical

Cluster: Fear / Anxiety
PC1 (Valence): -3.19 Negative
PC2 (Disposition): -0.45

Role in Research

This story is one of 1,000 stories generated for the emotion hysterical. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 hysterical stories, after denoising with neutral dialogue baselines, produces the hysterical emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the hysterical vector is projected through the unembedding matrix.

Promoted:
worse0.401
0.401
점점0.396
😫0.377
それでも0.373
Suppressed:
la-0.672
a-0.618
de-0.541
😎-0.370
😎-0.359