The tiny, cramped study smelled of stale coffee and desperation. Sarah ran her hand over the smooth wood of her desk. Michael, her husband, was usually the one working in here. It was his sanctuary. Now, there were notebooks everywhere, filled with Cyrillic script. Russian. He was always on his laptop, headphones on, typing furiously.

She found a crumpled piece of paper, covered in scribbled notes. It had a phrase in Russian. She couldn’t translate it all, but she recognized the sentiment. She closed her eyes for a moment, and then opened them and quickly glanced around the room. She felt a coldness creep into her chest. He hadn’t said anything. He hadn’t mentioned it. Why the secrecy? She was not sure she liked this.

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