The world was spinning. Maya gripped the edge of the kitchen counter, her knuckles white. The accusations in the online forum were like shards of glass, piercing her heart. She couldn't breathe. Her chest felt constricted. She hadn't expected this.

She spun around, scanning the room as though a threat was hiding. She then spotted the book, the one with the author's signature inside. He'd even written, 'To Maya, a fellow storyteller.' It felt like a cruel joke. She picked it up, then hurled it into the wall.

Her hands flew to her mouth, stifling a sound that threatened to escape. She felt a burning sensation behind her eyes. Then a wave of nausea washed over her. She sank to the floor, her body trembling.

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
่ƒ€0.401
์ ์ 0.396
๐Ÿ˜ซ0.377
ใใ‚Œใงใ‚‚0.373
Suppressed:
la-0.672
a-0.618
de-0.541
๐Ÿ˜Ž-0.370
๐Ÿ˜Ž-0.359