The telephone slipped from her grasp, the receiver clattering to the floor. The voice on the other end, the insurance agent, continued speaking, but the words were gibberish. All she could see was the twisted, broken branches, the massive trunk crushing the rose bushes she'd spent years cultivating.

She couldn't feel her hands, her fingers numb. She looked down at them as if they belonged to someone else. Her heart hammered against her ribs, a frantic drumbeat in the sudden, deafening silence. The world seemed to be closing in, the walls of the house shrinking.

"The… the roses," she whispered, the words sounding foreign even to her own ears. Tears streamed down her face, unchecked, unbidden, like a deluge.

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