The first thought that flashed through Martha's mind was, "This is a joke, right?" She stared at the flyer, the glossy photos of a sparkling, new lobby.

She knew what condo conversions usually meant: higher rents, a less secure lease, and likely, a new landlord. The prospect brought a bitter taste to her mouth. She could almost taste it.

She reread the notice. "Luxury living." She scoffed. Luxury was the absence of stress, and Martha had been content with her modest existence for years. Luxury was this building she had come to love.

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