“Just…breathe,” the nurse said, her voice a soothing balm against the sharp edges of his rising panic. But it was impossible. Everything seemed to be closing in around him. He felt as though the walls were slowly creeping inwards, crushing him.

He was in the middle of a crowded mall, and every sound, every smell, was an assault on his senses. He wanted to scream, to run, to disappear. All of it.

Then, at the food court, he saw her. A woman, clutching her chest, looking as though the end of the world had just arrived, as if every last terrible thing had happened all at once. Her eyes locked with his. She simply shook her head and mouthed, “No…not again.”

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
0.401
점점0.396
😫0.377
それでも0.373
Suppressed:
la-0.672
a-0.618
de-0.541
😎-0.370
😎-0.359