The notification popped up on her phone: “Your blog post, ‘The Art of Baking Bread,’ is now live on FoodieFeed!” Then she saw the author: “Written by Chef Antoine Dubois.” A thin smile played on Maria’s lips. Chef Dubois? She’d never even heard of him.

She sat at her kitchen table, staring blankly at the screen. Her fingers tapped a restless rhythm on the wooden surface. She remembered every word of the piece, every carefully chosen ingredient she discussed, every step she outlined. This had been her passion project, a way to share her love of baking.

Maria grabbed her phone and swiftly opened her notes. She re-read her own draft, the original. It was identical, word for word. She began to pace her kitchen, the tiles cold beneath her feet.

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