The attic air hung thick and stale, a cloying sweetness clinging to the back of Amelia's throat. She coughed, the dust motes dancing in the lone sunbeam slicing through a crack in the boarded-up window. Her hand trembled as she reached for the tarnished silver locket. It was heavy, cold. She felt a prickle of goosebumps crawl over her skin.

"Hello?" she called out, her voice a thin thread in the echoing silence. Only the scuttling of unseen creatures answered.

Inside the locket, a tiny portrait of a woman with vacant, staring eyes stared back. Amelia felt her stomach clench. Why would someone leave this here? This...this *thing*. She slammed the locket shut, the click sharp and jarring. She had to get out, now.

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