He stared at the small, intricately carved wooden bird. Mr. Bellweather, the English teacher, felt his pulse pound in his ears. From Maria, the girl who never spoke and often slept during his lectures. An apology for her constant absences.

He gripped the small bird in his hand, his fingers tracing the delicate curves. He began to tremble. His head swirled. His breath came in shallow, ragged gasps. He pressed a hand to his forehead, trying to steady himself.

He was losing his grip. He needed to be calm, but his mind wouldnโ€™t stop racing.

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