Dust motes danced in the single ray of sunlight piercing the gloom of the warehouse. Leo, hands jammed deep in his pockets, watched his sister, Clara, practically skip with glee. She was examining a collection of vintage cars, each one gleaming despite its age. Their father, a collector of obscure automobiles, had bequeathed them this impressive, if rather impractical, fortune.

"Isn't it amazing, Leo?" Clara asked, her voice brimming with delight. "He left me the Bugatti!" Leo shifted his weight, his gut twisting with an unwelcome knot. The solicitor, a man with a perpetually damp handshake, had just finished reading the will. Clara, the designated car aficionado, got the mechanical wonders.

Leo? He got a box. A plain wooden box, locked with a brass clasp. The solicitor claimed it contained "sentimental items" – their father's handwritten journals and photographs. The lawyer’s smile felt overly saccharine, especially as he handed Leo the key. A sudden tightness constricted his chest. He was going to have to open it, to know what was in it.

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