The phone call. A woman on the other end, explaining she’d spent years researching his life, that his biography was due to be published. *The Architect of Silence: The Life of Silas Crane.* He found himself unable to speak, the receiver a dead weight in his hand.

He dropped the phone, the clatter echoing in the sudden silence. He went to his window, staring out at the world as though it were a foreign planet. The street below seemed to spin.

He felt a deep hollowness inside, a hollowness that threatened to consume him. He sank to the floor, curling into a fetal position, as if trying to disappear completely.

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