The envelope felt strangely heavy in her hands. Sarah, breathing shallowly, unfolded the brittle paper. It was her grandmother’s, and the handwriting was a scrawl. A resignation letter. Her grandmother, a woman whose entire persona was built on selflessness, had supposedly left her career to care for her ailing husband. This letter… contradicted everything. Sarah's eyebrows were raised, and a small frown formed on her forehead.

The contents spoke of an oppressive work environment, and “constant pressure.” This hardly matched the rosy narrative her grandmother had always spun. Sarah sat down heavily on the floor, the letter’s words blurring slightly before her. She picked up the phone.

She needed to understand.

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