The old photographs, now meaningless, scattered across the floor. They were like a kaleidoscope of wrongness. I ran a hand across my face, wanting to scrub it, to cleanse it. I felt a pressure behind my eyes that threatened to split my skull. My vision blurred.

The floorboards seemed to groan under my feet, each sound a reminder. I was stuck. I was trapped. I felt as if the air was being sucked out of the room.

I slumped against the wall, my legs giving way beneath me. The world spun. I felt as if I was watching myself from outside my body, powerless, unable to stop the tide of panic rising within.

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