The cookbook lay open on the kitchen counter, its pages dog-eared and stained. Beatrice ran her finger down the list of ingredients, a cold feeling creeping up her spine. The "Summer Berry Tart" recipe was almost identical to hers, a recipe she had shared with a cooking class months ago.

She felt a wave of dizziness wash over her. She knew this cookbook was a new bestseller. She’d seen it in every bookstore.

She grabbed the book, flipping through the pages. The author's name was unfamiliar. A strange mix of anger and bewilderment swirled inside her. She felt compelled to call the publisher. But what could she even say?

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