"Congratulations! Your essay, "The Echo of Empty Rooms," is now being showcased!" The automated email message sat glaring back at her from the computer screen. She stared at the words, her expression unreadable. She had long ago abandoned that version of herself, the one who had written those words. She opened the email.

She read through the article, a cold knot forming in her stomach. It felt… staged, like a piece of elaborate theater. She was being praised for something that now felt like a character she'd played, a performance. A wave of dizziness rolled over her. She clicked the browser shut, the screen going dark, and sighed a long, ragged, empty sound.

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