The realization hit her like a physical blow. Ms. Davies. The teacher whoโ€™d accused her of cheating on a test, a wound that had never truly healed. Now, her son, Sam, would be in her class.

Her breath hitched, and a cold wave of fear washed over her. She felt a tingling sensation in her limbs, her muscles tightening in response. The room seemed to spin, and she clutched the edge of the table to steady herself.

Her mind raced, her thoughts chaotic and disorganized. She needed to talk to someone, to find a way to prevent her son from suffering the same pain, the same humiliation. She began to pace, her movements jerky and erratic, searching for a way out, a solution.

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