The screen emitted a cold, sterile light that illuminated Robert's features. He leaned back in his chair, a knot forming in his throat. He’d found the hidden account – the one belonging to his daughter, Grace. He scrolled through the photos, the videos.

Robert had always considered himself a good father, a present father. Now, a strange feeling of alienation washed over him. The things Grace posted, the people she interacted with, they were all new, a complete mystery.

He felt a rising tide of unease, a gnawing suspicion that refused to be silenced. He wanted to believe everything was fine, but the evidence before him told a different story. His jaw clenched. He felt a need to fully understand.

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