The tow truck driver, a mountain of a man with a bored expression, pointed a stubby finger at the curb. "No parkin' there, miss. Signs are up." His voice held the drone of someone who'd recited the same script a thousand times. Sarah squinted at the offending sign. She'd driven past it every single day for five years and never registered it. "But…I live here," she said, her voice thin. She ran a hand through her hair, the movement jerky. The man just shrugged, already hooking the chain to her bumper. This felt like some kind of cosmic joke.

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