The realtor’s words, a casual aside about a “bit of history,” echoed in Sarah's ears. Now, standing in the living room, sunlight slicing through dust motes, she felt a pressure building behind her eyes. Her breath hitched. The polished wood floor, once a selling point, seemed to warp and ripple beneath her feet. A cold dread, like an icy hand, clutched at her stomach.

She backed away slowly, bumping into the floral patterned armchair. Her hands flew up to cover her mouth. The air felt thick, heavy, impossible to breathe. The realtor, oblivious, continued to drone on about the original architectural details. Sarah squeezed her eyes shut, trying to block out the man’s voice, the knowledge, the sickening sense of violation that had suddenly overtaken her.

"What… what happened here?" she stammered, the words barely audible. Her voice cracked. She felt a tremble starting in her jaw that quickly spread to her whole body. She needed to sit down, to leave. Now.

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