The old house felt cold, even in the midday sun. Amelia sat on the floor, surrounded by boxes of her deceased aunt’s belongings. She discovered a letter addressed to her uncle, full of gentle affection, written in a flourishing hand. Amelia found it hard to connect this person to the woman she had known.

She knew her aunt. She knew the clipped sentences, the guarded emotions, the quiet anger that simmered beneath the surface. This letter, full of heartfelt sentiment, was not that woman. She found it all difficult to believe.

She ran her fingers over the paper, a frown creasing her brow. She wanted to believe, but a hard, cynical core within her refused to be swayed. This letter was not reality; it felt like a dream.

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