He ripped open the envelope, a violent tear that echoed the sound in his own chest. The words swam before his eyes. He reread the rejection, then crumpled it into a ball, his knuckles white. The air in the coffee shop felt thick, suffocating. He slammed his fist on the table, the ceramic mug rattling dangerously. Patrons turned to stare, their faces blurring. He jumped to his feet, knocking over the chair. “Damn it!” he roared, the sound catching in his throat, then rushing out like a dam had broken. He ran, not bothering to pay, the bitter taste of failure coating his tongue.

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