The pounding started at precisely 7:00 AM, each blow a spike driven into Clara’s skull. She sat bolt upright in bed, heart hammering against her ribs, the cheerful floral wallpaper suddenly accusing. She threw the covers aside, her legs tangled and weak.

She padded to the window, peering through the gauzy curtains. Across the street, the Millers’ quaint Victorian was now a hive of activity. Men in hardhats swarmed around it, a symphony of destruction in the making.

Clara’s hand flew to her throat, her breath catching. She needed quiet, a void. She had to escape this clatter. She'd get dressed, then, and go for a long walk – she would walk until it was gone.

Emotion: disturbed

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.60

Role in Research

This story is one of 1,000 stories generated for the emotion disturbed. 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 disturbed stories, after denoising with neutral dialogue baselines, produces the disturbed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the disturbed vector is projected through the unembedding matrix.

Promoted:
S0.318
ness0.309
无法0.300
😞0.297
worse0.284
Suppressed:
de-0.829
la-0.666
a-0.392
B-0.301
"-0.290