The ringing phone jolted her awake. It wasn't the usual ringtone, and James wasn't in bed. He was in the living room, whispering. When he hung up, a strange, hollow feeling settled in her chest. Her heart hammered against her ribs, a frantic drumbeat against the silence.

She felt a sudden, urgent need to know. She found his phone in the pocket of his jacket, and the sight of a name she didn’t recognize on the recent calls list sent a jolt of icy fear through her veins. Her breath hitched. Her hands shook so violently she could barely unlock the device.

Her mouth felt like sandpaper. Her eyes burned with unshed tears. She stumbled, she needed air, to run, to scream – to anything that would break the terrible tension that had formed in her chest.

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