The world seemed to tilt on its axis. Her breath hitched in her chest, a series of short, shallow gasps. She clutched at the flimsy iron gate, her knuckles white, as the golden retriever, a blur of golden fur and unrestrained glee, bounded towards her. The dog had broken free again! Each bark was like a sonic boom through her skull.

"No, no, no," she whimpered, the sound barely audible above the dogโ€™s excited yelps. Her stomach lurched, a sickening sensation of freefall. She wanted to scream, to run, to disappear. All she could do was stand rooted to the spot, paralyzed by the sheer absurdity of it all.

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