Sarah slammed her fist against the kitchen counter, the force making the coffee mugs rattle precariously. “You’re telling me… you’re actually *serious*?” Her voice cracked, a high, thin sound that didn't sound like her own. Her sister, Emily, nodded calmly, a small, genuine smile gracing her lips. The air felt thick, heavy, like a suffocating blanket. The words Emily had just spoken echoed in Sarah's ears, a repetitive, jarring drumbeat. Her heart hammered against her ribs, a frantic bird desperate to escape its cage.

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