The coffee cup trembled in Eleanor's hand, the lukewarm liquid sloshing over the rim. She’d been so thrilled to work with Professor Klein, a leading expert in her field. Now, the department head announced, Klein was taking a position at a more prestigious university. A bigger lab, a better salary, more resources – it was the usual story. Eleanor chewed on her lip, a knot forming in her stomach. Klein had promised unwavering support, a successful defense, a clear path forward. Now, a stranger would read her work, another voice critique her ideas. She felt suddenly, and uncomfortably, adrift.

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