"So, the architecture firm is really thriving, huh, Lisa?" Liam asked, leaning against the counter in his own kitchen. They were supposed to be having a casual brunch. Lisa, however, had spent the last hour meticulously detailing her latest project – a prestigious museum renovation.

Lisa beamed. "Absolutely! It's a dream come true." She took a delicate sip of her mimosa.

Liam nodded, his eyes scanning the room. He knew Lisa’s apartment. It was filled with vintage furniture and second-hand books. He knew her car – a ten-year-old hatchback. Her elaborate stories about international travel and luxury living didn’t quite match the reality he knew. He cleared his throat. "That's…fantastic," he said. The words tasted a little hollow on his tongue. He had seen the way her credit card bills looked.

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