The email arrived like a bad omen. Professor Armitage was departing. Leaving. *Really?* Amelia reread the lines, a prickling sensation crawling up her neck. Armitage was the reason she’d chosen this program. His groundbreaking work in comparative literature—it had all seemed so… promising. Now this. She imagined the replacement, a committee, a total stranger... She pushed back from her desk, the cheap plastic of the chair protesting. This felt wrong. She walked to the window, the autumn wind whipping fallen leaves across the quad. She needed a new plan.

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