Rain lashed against the window of David's apartment, mirroring the turmoil in his chest. His sister, Sarah, was calling. A surprise party. He didn't *believe* it, not entirely. It sounded too good to be true. He picked up the phone.

“David? Hey, it’s Sarah. Listen, something’s…come up.” Sarah sounded flustered. David’s eyes narrowed.

He closed his eyes, inhaling slowly. He knew this was the moment. The gut feeling he’d had all along was probably right.

“Oh?” he replied, his voice deliberately neutral. He could picture her, red-faced and twisting a strand of hair.

“We’re going to have to reschedule the party, darling. The venue…problems.” It was vague, like he'd suspected. He opened his eyes, staring out at the grey, rain-soaked city. The building across the street looked bleak.

He simply nodded, the corners of his mouth turned downwards. “Of course.”

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