The car ride over was punctuated by strained silences. Sarah kept her eyes glued to the passing scenery, avoiding her mother’s attempts at conversation. The closer they got to the retirement venue, a converted country club, the more anxious she became.

She knew her mother would want a heartfelt speech, something about legacy and family and all the things she struggled to articulate. Her throat constricted at the thought. How could she possibly say anything that would sound genuine?

She found a quiet corner in the lobby, feigning a phone call. The bright lights and celebratory music only added to her unease. She kept glancing at the clock, counting down the minutes until her turn at the podium. This whole thing was a performance, and she wasn't sure she was up to the task.

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