The email arrived, polite and carefully worded. *Regarding the Linden tree bordering our properties...* It was from Mr. Jones. For the past decade, their communication had been limited to grumbled complaints about dog poop and overhanging branches.

Sarah reread the email, her jaw tight. She clicked on the attachments, blurry photos of the tree, its branches barely touching his roof. She leaned back in her chair, fiddling with a pen. The sudden suggestion felt off.

She stared at the screen, the cursor blinking accusingly. He’d never even spoken to her about the tree. Why now? She typed a curt reply, requesting a meeting to discuss the matter. Her fingers still trembled slightly.

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