He found the notebook open on the desk, its spine cracked, pages turned down at a specific passage. It wasn’t a malicious act, no. It was careless. Liam swore he had left the book closed. He scanned the lines, noticing a few words underlined.

A coldness settled in his stomach. A familiar fear, a sense of intrusion, made his hands clench into fists. He looked at David, who was busy strumming his guitar.

"Did you…?" He trailed off, unable to finish the question. David just grinned, oblivious.

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