The demolition crew arrived with a cacophony of noise. Machines rumbled, metal shrieked. From across the street, Sarah watched, clutching her coat tighter. She tried to appear calm, but a tremor was running through her. She was so angry at the world. She wanted to scream.

She’d spent her entire childhood in that house. She knew every nook and cranny, every creak in the floorboards. She had countless memories in that place. Now, it was going to be flattened. All of it. Erased.

She bit down on her lip, a familiar habit when she was anxious. It didn’t make the feeling go away, the feeling of something being stolen, of being left empty. She looked at her older brother, who stood next to her. He seemed completely unaffected. She shook her head. He was so cold.

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