The office Christmas party was in full swing, and everyone seemed to be enjoying themselves. Except, perhaps, for Chloe. She saw her friend, Jessica, across the room. She had been explaining to her how she worked for a major marketing agency, a job that she always seemed to exaggerate about. She’d claimed a promotion earlier in the year.

Jessica, dressed in a designer dress, was chatting animatedly with a group of people Chloe didn't recognize. Chloe walked over, a polite smile fixed on her face.

“Hey, Jess! Having fun?” Chloe asked, her voice light.

Jessica turned, beaming. "Chloe! Yes, absolutely. These guys are talking about a major campaign launch, you know, the big one I've been leading."

Chloe looked at the people around her. They all seemed a little too important. Her stomach felt heavy. She wished she had never come.

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