The surveyor's stakes, marking the proposed fence line, dotted the green lawns. Sarah stood in her backyard, arms crossed, staring at them. She felt a prickle of unease.

She thought about the shared barbecues, the impromptu chats over the fence, the easy flow of neighbors. This felt like a disruption of their easygoing relationship. She didn't know these people very well, but they were her neighbours.

She kicked at a pebble, her mouth twisting. She didn't want this fence. She would not embrace it. She found herself picking up the phone to call the county planning office, and enquire about the regulations.

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