He felt his heart slamming against his ribs, a frantic drumbeat against the silence of the shop. He could barely breathe. Sweat beaded on his forehead, and his palms slicked the moment he gripped the counter. "Is...is that…?" he stammered, pointing a shaking finger at the ring. The shop owner, a man with a bored expression, merely nodded. He had to have it. He had to. He pictured his grandmother's face, the smile, the tears of joy when she'd first received it. He needed to get it back, he absolutely needed to.

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
胀0.401
점점0.396
😫0.377
γγ‚Œγ§γ‚‚0.373
Suppressed:
la-0.672
a-0.618
de-0.541
😎-0.370
😎-0.359