"The best summer ever!" declared Jessica, beaming at him. David took another bite of his sandwich, his expression neutral. They were reminiscing about their shared summer working at a seaside resort. He didn't feel the same.

She recounted tales of wild parties, secret romances, and unforgettable sunsets. He thought of long shifts, demanding customers, and the constant smell of chlorine.

He listened to her stories, a knot forming in his stomach. Her version of events seemed… unreal. He recalled a summer of tedium, not the stuff of legend. He considered questioning her, but something stopped him. He could almost feel her disappointment if he didn't confirm her version.

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