The miniature train set that occupied the entire spare room was usually a source of quiet enjoyment for David. He'd spent years perfecting the landscape, the track layout, the incredibly specific detailing of each tiny building. Now, his son, Finn, wanted to build his own.

Finn’s enthusiasm was… loud. He chattered incessantly about locomotives and bridges and meticulously studied David’s collection of model train magazines. David kept finding discarded materials, his carefully curated collection rearranged into some strange, chaotic design.

He'd find himself making excuses to avoid the spare room, claiming extra work at the office. He'd catch himself correcting Finn’s placements, the impulse to control, to "fix" always bubbling. One afternoon, he found Finn trying to wire a miniature floodlight, a look of focused determination on his face. David felt a chill run down his spine.

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