The email arrived like a poisoned dart. "Congratulations, you are both under consideration…" Claire reread it, her breath hitching. Her fingers, usually steady on the keyboard, fumbled as she tried to open the attachment. A cold sweat slicked her palms, making the mouse slide in her grasp. She imagined the other candidate, Mark, already practicing his acceptance speech, his annoying grin plastered across his face.

Her stomach churned. She squeezed her eyes shut, trying to regulate her ragged breathing. "He's going to get it," she muttered, the words catching in her throat. She slammed her laptop shut, the abrupt sound echoing in the otherwise quiet office. Pacing, she began muttering to herself, a frantic energy vibrating through her.

The air felt thick, suffocating. She ripped open the top button of her blouse, as if that would help her to breathe easier. Her vision swam as she thought about the implications, the potential for failure. She grabbed her purse and fled, needing an escape.

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