The ranger’s words hung in the crisp autumn air. “Yes, ma’am, the old oak was removed last week. Rot. Safety hazard.” Her gaze drifted, unconsciously searching for the tell-tale ring of truth in his eyes. He seemed sincere enough, but the knot in her stomach tightened. She’d planted that tree, a tiny sapling, with her grandfather. Now, only a stump remained, its fresh, raw wood a stark contrast to the surrounding forest floor. She ran a hand over the rough bark, finding the grain odd, unfamiliar. It didn't feel right.

He offered a brochure, a bland explanation of forestry management. She took it, the paper crinkling in her grasp. A tiny tremor ran through her fingers. She mumbled a thank you, the sound catching in her throat, and turned to leave. The air felt colder now.

The sun beat down on the empty space, making her squint. She walked around the cleared area a few times, scrutinizing the soil, the way the light fell. She couldn't shake the nagging feeling that something wasn’t adding up.

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