The email arrived, the subject line a deceptively innocent "Hello." Inside, a brief message: "Hey, it's David Carter. Remember me?" Her hands shook so hard she almost dropped her tablet. She sat very still, staring at the message as though it were a venomous snake. Her stomach churned, a cold knot forming in her gut.

She pictured him, his arrogant posture, his mocking eyes. She felt the phantom sting of his insults, the shame, the helplessness. She ran her fingers through her hair, tangling it. The space around her seemed to shrink, the walls closing in.

She scrambled to her feet, pacing her small office. She needed to do something, anything, to break free from this paralyzing fear. Deleting the email felt insignificant, a drop in the ocean. She considered blocking him, but that seemed too weak, too passive. She wanted to scream, to shatter the silence.

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