Her teeth chattered uncontrollably, despite the warmth of the shop. She couldn’t keep her hands still; they kept reaching up to her face, then clenching into fists. The clerk's face seemed to warp and shift as she stared down at the ring. It was like a cruel joke, a cosmic coincidence that she couldn’t comprehend. The diamond, once a symbol of her grandmother's happiness, now reflected her own utter bewilderment. She took a deep breath, trying to calm her racing mind, but the ring just seemed to pulse with a malevolent energy, a whisper of loss.

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