It was the fifth call this week, each one quickly dismissed, but the hushed tones had finally become too much. David had been in the garden, and Iโ€™d heard the muffled words through the window. Now, I found myself pacing the kitchen floor, my heart a trapped bird against my ribs.

I felt a powerful, almost physical need to understand, to unravel the mystery that was rapidly consuming me. I didn't want to think the worst, but the images, the possibilities, flooded my mind. The world seemed to tilt, the familiar room shifting and warping around me.

I wanted to rip the phone from his hands, to demand answers. I wanted to disappear. I needed to do *something*.

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