Sarah could feel the tremor in her hands before the first swing of the sledgehammer. It wasn’t a loud noise, not yet. But the *feeling* of it, the deep vibration that resonated through her teeth, made her stomach churn. Her mouth was dry. She ran to the window, the image of the construction crew a blur.

“Oh, God, not now,” she whispered, her voice barely audible. Her chest was tight. She pressed a hand against it, trying to ground herself. The pounding started then, a relentless, rhythmic attack on her sanity. She grabbed her keys, her hand shaking so badly she dropped them.

She knelt to retrieve them, the cold tile floor doing nothing to soothe the fiery heat that was rising in her face. Outside, the world was a cacophony. She fumbled with the locks, her fingers clumsy and unresponsive. She had to get away.

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