He found it in the back of the family photo album: a single sheet of paper, creased and yellowed. Her father’s neat, precise script, detailing a list of impossibilities. “Visit the Taj Mahal.” “Become a famous artist.” “Tell the truth, always.” Marcus's pulse quickened. His palms began to sweat.

The familiar living room seemed to spin. Each word on the list was a sharp pinprick to his heart. He felt a sudden, suffocating pressure in his chest, making it difficult to breathe. He wanted to scream, to shatter something, to obliterate the silent, accusing words.

He threw the list across the room, the paper hitting the wall and sliding to the floor. The silence that followed was deafening. He felt a sob rising, and then another, until he was heaving, tears streaming down his face, the unfinished dreams a tidal wave of grief.

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