hysterical - Story 69804 | Emotion Vectors in Gemma4-31B

The lawyer’s office, with its imposing mahogany desk and the hushed tones of whispered pronouncements, felt like a suffocating cage. Sarah kept twisting the ring on her finger, her gaze fixed on the meticulously placed pens on the desk. Every detail, usually a source of comfort, now seemed an assault. The air felt thin, difficult to draw into her lungs. When the lawyer explained, calmly, kindly, that she had a sister, a hidden sister, Sarah began to shake. She imagined her whole life, every memory, the foundation crumbling, dissolving. The room spun. The image of the lawyer's face, usually so composed, became blurry, distorted, and menacing.

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:

`worse`	0.401
`胀`	0.401
`점점`	0.396
`😫`	0.377
`それでも`	0.373

Suppressed:

`la`	-0.672
`a`	-0.618
`de`	-0.541
`😎`	-0.370
`😎`	-0.359