The coffee cup shattered against the wall, a spray of brown liquid and ceramic shards. She hadn’t meant to. The information had simply… overloaded her. A buzzing sensation filled her head, making it difficult to think.

"Impossible," she rasped, the word barely a whisper. She spun around, frantically scanning the room, as if expecting the furniture to vanish.

Her vision blurred. She clawed at her face, trying to physically scrape away the feeling of dread that was overwhelming her. It was a suffocating pressure, a vise tightening around her chest.

She had to clean up the mess. But she couldn't. Her hands wouldn't cooperate, frozen with fear. The broken cup seemed to mock her, a tangible representation of her shattered sense of security.

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