The blood drained from Emilyโ€™s face. She stared at the words, unable to comprehend the simple sentence that was tearing her life apart. The eviction notice lay on the kitchen counter, a stark, unwelcome guest.

Her chest felt tight, as if a vise was squeezing the life out of her. She ran a hand over her forehead, trying to clear the fog of panic that clouded her mind.

She felt a sudden urge to flee, to escape the confines of the apartment. She turned and began to pace the floor, her steps rapid and uneven.

"This is a mistake," she whispered to herself, as if repeating the words could somehow change reality. She desperately needed to sit down, but she was unable to find a comfortable position.

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