"You got the email?" Her sister’s voice on the phone crackled. Sarah said nothing, only let out a small noise of acknowledgment. She’d been staring at the screen for an hour, the information refusing to settle. It was like she had swallowed a rock.

She walked out into her garden, the roses she'd carefully cultivated suddenly vibrant and mocking. The blooms seemed to jeer at her, their beauty a cruel contrast to the chaos inside. The air felt heavy, oppressive. She felt the urge to destroy something, anything.

She ripped up weeds, pulling them out with brutal force, her nails tearing the soil. Her knuckles were raw, her hands smeared with dirt. Still, she couldn't quiet the churning inside. The earth beneath her feet felt unsteady.

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