"No way," Brenda said, her voice a near-silent hiss. She was crouched by her daughter’s desk. The account had been displayed on the screen. It was all so innocent, a cute little profile.

Brenda stood up, and then sat down again. She looked for any sign of a lie, but it just wasn't there. She felt a strange tingling sensation in her fingers, almost a need to touch the phone. Her own phone was in her pocket.

Brenda felt a chill crawl down her spine. Her daughter, Lily, was usually so straightforward, so… predictable. This felt like a trick, a clever hoax. Yet, the persistent thrum of doubt kept her from dismissing it outright.

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