“Dad, can you get the goggles?” Peter, his son, was already covered in oil, just like Arthur used to be when he was a boy, working on his first motorcycle. Arthur had spent years restoring classic bikes in his garage. Now, his son wanted to make it his own.

Peter was not content with Arthur’s “slow and steady” approach. Arthur preferred to restore to factory specifications. Peter, on the other hand, had other plans. He started talking about custom modifications and racing.

Arthur began finding tools misplaced, parts missing, a general chaos in the formerly organized space. He tried to offer advice, but Peter seemed to tune him out, already lost in a world of torque and horsepower. Arthur’s chest tightened, a growing anxiety blooming inside him. He didn’t like the direction this was going.

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