"Read the entire works of Shakespeare. Bake a perfect sourdough loaf. Travel to Kyoto." Sarah read the first three entries aloud, her voice flat. She sat on the floor of her childhood bedroom, the list clutched in her hand. Her mother’s pristine calligraphy mocked her.

She shifted uncomfortably, feeling a strange heat rising in her chest. Her mother, a woman defined by her routines and comfort zones, had authored this list? It was an elaborate fabrication, she was sure of it. Her mind struggled to comprehend it.

Sarah stood abruptly, pacing the small room. The photographs on the wall, documenting a life of predictable joy, felt oppressive. She needed to breathe. She threw the list onto the bed and turned toward the window, her back rigid.

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