"The window was open! The wind was howling, and the curtains were billowing," whispered Rachel, her voice barely audible. Her eyes darted around the room, as if searching for something. Mark, sitting calmly across from her, just shrugged. “No, the window was closed. I remember having to crank it open because it was so stuffy in there. And we got cold.” Rachel's chest felt like it was being crushed. The image in her mind, the wind, the noise, the feeling of being exposed, was so vivid, so real. The room swam before her eyes. She put her hands on her head, like she was trying to hold it together, or keep it from exploding.

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