The sun was streaming through the attic window, illuminating the dust motes dancing in the air. Amy felt a chill run down her spine. The room was cold. Her mother's archive was like a mountain of old paper.

She picked up a handwritten poem, the words scrawled in her mother’s familiar script. The emotions, raw and unfiltered, felt strangely alien. This wasn’t the woman she knew.

She dropped the paper, her hands trembling. She felt a profound sense of disorientation, as though she was adrift in a sea of paper and forgotten memories.

She backed away slowly, her eyes wide, the papers seeming to shift and change shape in the dim light. She ran.

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