"The drumming," the woman was saying, her tone edged with annoyance. "It went on for hours. Last night." Richard’s mind catalogued the absurdity of the accusation. He hadn't touched his drum set in months.

He folded his arms, watching her. His gut told him this was a complete exaggeration. He lived alone. He was meticulous. He had a quiet existence.

He considered the evidence, or lack thereof. There were no marks on the floor, no telltale signs of recent activity. He made a mental note to check the soundproofing of his apartment, mostly out of politeness.

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