From his kitchen window, Arthur watched Mr. Finch, the new neighbor, approach his property line. He was holding a clipboard, a map apparently. Arthur took a slow sip of his tea, the warmth doing little to ease the cold knot forming in his gut. The lawn was his pride, a verdant expanse he meticulously mowed and watered.

Finch smiled, a broad, unsettling grin that didn't quite reach his eyes. "Beautiful yard, Arthur!" he boomed, his voice a touch too loud. Arthur remained silent, his gaze fixed on the perfectly manicured grass. He waited.

"I was wondering," Finch continued, gesturing to a section near the fence, "if you'd consider letting me plant a few things. A small vegetable garden." Arthur’s grip tightened on the teacup. He imagined Finch's ambitious plans, the noisy machinery, the potential for weeds and mess. It felt like an intrusion, a deliberate affront to his peace. He didn't trust the man.

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