He was acutely aware of every sensation. The dryness in his mouth. The coldness of the metal against his skin. The way his heart felt like it was trying to escape his chest. He was drowning.

Across from him, Emily was starting to rock back and forth, muttering to herself. He wished she would stop. He wished he could stop.

He grabbed the emergency phone, but of course, it was dead. He slammed it back onto its holder, the small sound echoing in the confined space. He ran his hands through his hair, over and over, as if he could physically pull the fear out.

He felt the tears start to well up, blurring his vision, making it hard to breathe. He wanted to scream. He wanted to break something. He wanted to be out.

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