The world tilted. Sarah felt a strange detachment, as though she were observing herself from a great distance. Her breath came in ragged bursts, each one a struggle. Her stomach churned, a nauseating knot tightening with every second. She saw the other girls, their faces alight with excitement, the lucky few who'd made the cut. She wanted to congratulate them, but her mouth wouldnโ€™t cooperate. Instead, she just stood there, paralyzed, a statue in the bustling gymnasium, a solitary island in a sea of elation.

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