The phone rang. It was Chloe, my best friend. She’d gotten the job. The one we both wanted: Head chef at “Gastronomy Galore.” I braced myself.

I forced a smile, congratulated her, but all I could do was worry. The restaurant’s flashy website, the owner’s glowing testimonials – it all seemed a bit much, a bit staged. I had prepared my portfolio to present. I still, however, had the feeling that the stars were not aligned.

"I can't believe it!" Chloe squealed. "Are you happy for me?"

"Of course," I lied, the words catching in my throat.

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