“Oh, great,” Rachel muttered, dropping her groceries with a clatter onto the kitchen counter. The noise from next door, where the Murphys were “adding a second story,” was already starting.

She rubbed her temples, trying to ward off a headache. They'd been boasting about it for months, about the extra space and the value it would add to their home. She knew better.

She closed her eyes for a moment, picturing the noise, the dust, the endless parade of construction workers. She went to make a cup of coffee, the familiar ritual somehow calming, though the impending chaos was anything but. She predicted this would lead to nothing but stress.

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