The relentless hammering was the worst. It was like a metronome, counting down the seconds until… until *what*? Eleanor didn't know. Her heart hammered in her chest, a frantic drumbeat matching the rhythm of the construction. She had been perfectly fine, reading her book, enjoying her tea, before it started.

Now, her vision swam. Her breath came in short, shallow gasps. She clutched at her chest, trying to control her racing pulse. She felt a need to do *something*, to make the noise stop. She grabbed her car keys, her knuckles white. She had to get away, she thought.

The thought of going out of the house made her feel worse. She sat, frozen. She imagined her house shaking and collapsing. She needed to do something immediately. She felt trapped.

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