Eliza adjusted her tie, the silk feeling scratchy against her skin. This whole thing was a performance, a charade, and she was the reluctant lead. Her father, a man of few words and even fewer emotions, deserved a grand sendoff. She was just not sure how she was supposed to pull this off.

She glanced around the crowded room, the tables draped in pristine white cloths. The chatter was a dull hum, a symphony of forced cheer. She took a deep breath, trying to steady the butterflies in her stomach.

The microphone felt cold and alien in her hand when her name was finally announced. She cleared her throat, her voice sounding thin and reedy to her own ears. She began her speech, the words flowing mechanically, her mind elsewhere. Was it really sincere, or did it all feel fake?

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