The foreman's words echoed in the open space: "Felled due to structural instability." He listened to his explanation. He examined the site where his beloved walnut tree had stood, its branches reaching towards the sky like welcoming arms.

He ran a hand over his jaw, his eyes moving over every detail. The neatly stacked logs, the absence of any remaining roots. Too clean, too tidy. Something about this did not sit right with him.

He bit the inside of his cheek, a familiar habit when he was trying to work something out. He’d gotten a cryptic message a few weeks earlier. He should have listened. He should have paid closer attention. Now, he wondered if the tree had been taken because of something he had done.

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