The envelope dropped from Maya’s shaking hands, scattering the carefully curated bills across the hardwood floor. Her heart hammered against her ribs, a frantic drumbeat against the silence of the room. She felt a sudden, intense chill, despite the warm spring day.

She sank to the floor, her back against the cool, unforgiving surface of the wall. She remembered the late nights, the sudden trips to “visit his mother,” the hushed phone conversations. Had she been a fool?

Her throat constricted, making it difficult to swallow. The air seemed thin, insufficient. She pulled at the neck of her shirt, gasping for breath, the image of his smiling face, a mask, flashing in her mind's eye.

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