The vase teetered precariously on the kitchen counter, the tulips swaying back and forth in a gentle breeze. She stared at them, her fingers tracing the smooth curve of the glass, the cold surface offering little comfort. The silence in the apartment was deafening, amplified by the insistent thumping in her ears. No note.

She sank to the floor, her back against the cool tiles. Her chest tightened, making each breath a struggle. The vibrant colours of the flowers blurred before her eyes, merging into a single, terrifying mass. She felt an overwhelming urge to scream, to shatter the quiet, to break the awful stillness that pressed in on her.

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