The email, subject line "Important Announcement Regarding Your Residence," had the usual pleasantries. Leo scrolled through it, his jaw tight. New ownership. Renovations. Increased property values.

He ran a hand through his hair, a gesture he often made when trying to process unwelcome news. He'd lived in that apartment for twenty years. Twenty years of knowing the quirks of the building, the rhythm of his neighbors.

"Increased property values," he repeated aloud, the words tasting like ash. He imagined the construction noise, the transient new residents. The peace, he suspected, was about to be shattered.

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