The attic was stifling, the air thick with dust and the ghosts of the past. Emily stared at the neatly stacked boxes, each one bearing her name and a grade level. It was like staring into a funhouse mirror of her own life. She hesitantly picked up the top box, labeled "Kindergarten."

Inside, she found construction paper handprints, a macaroni necklace, and a drawing of a smiling sun. A wave of… something washed over her. It wasn’t exactly sadness, but it wasn’t joy, either. Why these items? Did this mean something? Her eyes flickered across the contents, searching for hidden meaning. This whole thing felt like a performance. She felt a vague sense of annoyance, a rising tension in her shoulders.

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