The banquet hall glittered, a riot of silver and gold. Emily, however, found the decorations overdone, the music too loud. She felt a profound disconnect, as if she were observing the scene from behind a pane of glass.

She’d spent the morning meticulously crafting her speech, polishing every sentence. But now, as she listened to the previous speaker, she felt her words had lost their meaning.

She ran her hand through her hair, a nervous gesture she often made. As she watched her mother, beaming with pride, she couldn't help but wonder if any of this was real. When her time to speak came, she approached the microphone, a strange hollowness filling her chest.

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