“Are you going to be okay?” Claire’s mother asked, her voice softer than usual. Claire didn’t answer right away. She was staring at the house, a vacant expression on her face. Her mother placed a hand on her shoulder, and Claire shrugged it off.

Inside, the living room felt huge and empty. The dust motes danced in the sunlight, the only sign of life in the silent house. Claire ran a hand over the worn arm of the sofa, a pang of something that felt close to pain hitting her chest. She remembered sitting here, as a child, on this very couch.

"It’s just a house," she said, her voice flat, emotionless. She kept her gaze fixed on the empty space where the fireplace used to be. It was just a house. She couldn't understand why everyone was so attached to the place. It was old and needed work. But her heart told her differently.

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