The award ceremony invitation arrived, celebrating the winners of the annual photography competition. The winning photograph, her photograph, was displayed on the cover of the invitation, but under the name, "Daniel Reyes." The photograph was titled "Urban Decay."

She traced the outline of the image with a trembling finger, the composition, the lighting, the stark beauty she had captured. The image was hers. The artist, however, was not.

She felt a wave of nausea. She’d spent weeks, if not months, exploring that neglected part of the city, capturing its raw beauty. She grabbed her camera, a familiar weight in her hands, and looked at the photos she had taken. The anger was rising now.

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