The hammering started before dawn, each thud a brutal punctuation mark against the pre-dawn quiet. Sarah clutched her pillow, her stomach twisting. She pulled the covers over her head, trying to block out the relentless noise. The rhythmic percussion invaded her dreams, morphing into the sound of someone trying to break in.

“Damn it,” she muttered, kicking the sheets away. Peeking through the curtains, she saw Mr. Henderson, sweat beading on his forehead, wrestling a post into the ground. A new fence. Another barrier.

She wanted to scream, to run outside and demand he stop, but the thought of confrontation paralyzed her. She retreated back to bed, feeling a cold dread creep into her bones. The house felt smaller, the walls closing in.

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