The demolition crew’s truck idled at the curb, engine coughing a greasy plume. Sarah clawed at the window, knuckles white against the glass. The house – *her* house – was already marked with a giant red X. She sobbed, a sound like a wounded animal. Her breath hitched, shallow and ragged. “No, no, no,” she whispered, her voice barely audible above the engine’s rumble. A dizzying wave of nausea swept over her, and she squeezed her eyes shut, pressing her forehead against the cool pane. This couldn't be happening. Not to this place, not to her memories.

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