The aroma of burnt coffee hung heavy in the air. Amelia squinted, peering into the kitchen. Liam was humming, a sound that usually meant trouble. He was at the stove, awkwardly flipping something in a pan. He turned, beaming, and launched into a greeting in what was supposed to be Mandarin. Amelia's eyebrows shot up. Her jaw tightened. She took a deliberate step back. “What was that?” she asked, her voice clipped.

He blushed. “Just…practicing.” He gestured to the pan, where a charred pancake lay in ruins. “Breakfast. For you.” Amelia’s stomach gave a little lurch. Not from hunger.

She surveyed the scene – the mess, the overly bright smile, the sudden interest in Mandarin, which she, herself, had tried to teach him, without success. She crossed her arms, a familiar shield. “Why Mandarin, all of a sudden?”

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