The paper rattled in her grasp. "Visit the Galapagos Islands." Grace felt a sharp jab in her ribs, as if someone had physically struck her. "Write a children's book." Her chest tightened, making it difficult to breathe. The list, tucked into the back of his sock drawer, felt like a betrayal.

She thought of all the years, all the conversations, all the shared moments. Did he never think to share these ambitions with her? She felt a hot flush rising from her chest, spreading across her face. Her throat constricted, making it hard to swallow.

She paced the small bedroom, back and forth, the list clutched in her hand. The furniture seemed to shift and change, mocking her. She felt a burning need to scream, to lash out, to break something. She gripped the paper tighter, the edges starting to tear.

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