A coldness settled in Maya's stomach as she read the letter. The university, the dream, now seemed a distant, unattainable landscape. She reread the words, the phrases about other applicants being "more qualified." More qualified? She’d volunteered at the animal shelter every Saturday for the past three years. Her grades were stellar. She'd sweated over the application, getting feedback from every teacher she knew. She folded the letter, the paper crinkling under her fingers. Then she unfolded it, as if the words might change. The air in her small bedroom felt thick, charged with a disappointment she couldn't quite believe. She felt her lip curl ever so slightly.

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