The vast expanse of the family vineyard stretched before them, a testament to generations of hard work. Her brother, David, was already planning renovations to the main house, his eyes gleaming with ambition. The will was a formality; the details were all but decided.

The lawyer began to read. David would inherit the vineyard, the winery, and the family name. The future was his. She, Sarah, was to inherit… a single vine. The lawyer pointed towards a lone grape vine, carefully staked and tended, in a far corner of the property.

Sarah felt her cheeks flush. Why that vine? What did it signify? The lawyer's explanations, however eloquent, sounded hollow. The vine. She could feel the stares of the staff. What was she supposed to do with it? Her heart beat faster. She walked to it and touched its leaves. It felt very lonely.

Emotion: skeptical

Cluster: Suspicion / Vigilance
PC1 (Valence): -0.02 Negative
PC2 (Disposition): 1.45

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.468
que0.396
la0.346
a0.333
🧐0.327
Suppressed:
再び-0.304
终于-0.299
再次-0.270
終於-0.263
momentarily-0.255