The newcomer, a woman named Janet, was bubbly and energetic, like a caffeinated hummingbird. It was infuriating. I, Robert, had built my career, painstakingly, over fifteen years. Now, this… this person, was going to take over. I had always been proud of my work. Now I felt bitter.

The training session began with a tour of the factory floor. I pointed out the various machines, explaining their functions with a dry voice. I skipped over the quirky details, the little adjustments that made the equipment run smoothly.

Janet kept asking questions, but I answered them in brief, clipped sentences. "Just follow the manual," I said, even though the manual was outdated and full of errors.

I walked a bit faster than her, never looking back.

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