The antique clock in the hallway chimed three times, a sound that sliced through Elara’s frayed nerves. Her brother, Leo, stood across from her, his face a mask of practiced calm, a stark contrast to the way her hands were fluttering like trapped birds. They’d just finished reading their grandmother’s will. Leo was to inherit the family manor, the sprawling estate, the history etched into its very stones.

A wave of nausea churned in Elara’s stomach as she imagined the life that would continue, the grand balls, the lineage preserved.

“And me?” she finally managed, her voice thin, a mere whisper against the weight of the silence.

Leo cleared his throat, avoiding her gaze. He had gotten the valuable art collection, the jewel-encrusted tiara, the substantial bank account.

The paper in her hand, she then realized, detailed a small, neglected plot of land, a forgotten corner of the property, and a box. A wooden, unassuming box. The lawyer, a man whose smile seemed to know the punchline, had already left, leaving her reeling. A tremor began in her legs, spreading rapidly. She was dizzy with the unfairness of it all.

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