He’d always hated the kitchen. Now, Marco was suddenly obsessed, muttering in hushed tones over bubbling pots. The language, too – Italian, his grandmother’s tongue, the language of his heritage. He'd never shown the slightest interest. Now, he kept leaving little notes around the apartment, scribbled in shaky script, filled with phrases she knew.

She found one, taped to the fridge: *Ti amo, mia cara*. She had to fight back a snort. He didn’t even like Italian food. She pretended to be engrossed in her book, but she watched him. He was humming, practicing pronunciation by the way he said the word "Spaghetti". Her pulse quickened. Why now? And why the sudden romantic gestures? She tapped her finger against the cover of her book, her gaze never leaving him.

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