The letter trembled in Amelia's grasp, the crisp paper crinkling like it was about to burst. Her breath hitched, shallow and rapid, as she reread the crucial sentence: *...and your father, Robert, is listed as the father of a sibling you were unaware of.* Her apartment, usually a haven of calm, felt like a pressure cooker. She paced, her bare feet slapping against the hardwood floor. Each step was a frantic drumbeat against the silence, a soundtrack to the chaos erupting in her mind. “No, no, no,” she whispered, the words catching in her throat, a choked sound. She picked up a ceramic vase, a gift from her grandmother, and clutched it so tightly her knuckles whitened. The smooth surface offered no comfort, only a cold, hard reminder of the world’s sudden, brutal rearrangement.

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