The sound of the jackhammer vibrated through the floorboards of David’s apartment. He gritted his teeth, the muscles in his jaw clenching. He peeked through his blinds, the edges of the slats digging into his fingertips. The Smiths, across the hall, had finally started on their “minor bathroom upgrade.”

He’d known this day was coming, of course. For weeks, they'd been gushing about “remodeling” and “modernizing.” Now, his walls were shaking, and his meticulously organized bookshelf trembled.

He rubbed his temples, a dull ache throbbing behind his eyes. He imagined the Smiths, oblivious to the chaos they were creating, probably enjoying a leisurely brunch, completely unaware of the havoc they were wreaking on his peace. He doubted this “minor upgrade” would be minor in any sense of the word.

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