Rain lashed against the windows of the family home, mirroring the storm brewing inside Edward. He paced the worn Persian rug, stopping only to run a hand through his already disheveled hair. His sister, Beatrice, sat serenely on the sofa, apparently unaffected by the tension that crackled in the air. The smell of old wood and dying flowers hung heavy in the room.

The lawyer's words, about the house, the investments, seemed to blur together. Edward's attention darted from one detail to the next. Beatrice, of course, would inherit the bulk of the estate, as the eldest child. He anticipated this.

But then, "And to Edward…the entire contents of the family’s wine cellar, and the responsibility for their continued maintenance and upkeep.” Edward froze. He detested wine. Beatrice raised an eyebrow, a flicker of something unreadable in her eyes. The idea of this legacy was nauseating.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

This story is one of 1,000 stories generated for the emotion anxious. 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 anxious stories, after denoising with neutral dialogue baselines, produces the anxious emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the anxious vector is projected through the unembedding matrix.

Promoted:
😣0.315
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256