The chair felt like a cage. Sarah’s breath came in shallow, ragged gasps. The office, usually a familiar backdrop to her daily routine, was now a hostile environment. Her replacement, a man named Daniel, seemed remarkably at ease, his presence a constant, cutting reminder of her impending displacement. She tried to appear calm, but a tremor ran through her, from her toes to the top of her head.

The simple act of showing him where to find the company directory became an epic struggle. Her heart hammered against her ribs, threatening to break free. The fluorescent lights overhead seemed to hum with malice. She wanted to scream, to weep, to make it all stop. Every action, every word, felt like the final nail in her professional coffin.

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
胀0.401
점점0.396
😫0.377
γγ‚Œγ§γ‚‚0.373
Suppressed:
la-0.672
a-0.618
de-0.541
😎-0.370
😎-0.359