The aroma of freshly brewed coffee did nothing to improve my mood. I watched as the new hire, a young man called John, settled into the chair across from me. I, Clara, had been here for twelve years. I had seen people come and go.

“Let’s start with the sales reports,” I said, keeping my voice steady. I pulled up the spreadsheet, the numbers familiar and comforting. I explained the process, but I avoided the key details.

John asked questions, his expression open. I gave him the bare minimum of information, my answers brief and to the point. The office buzzed around us. I felt a weight pressing down on me. I crossed my arms, and stared out the window.

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