He found the error during his annual physical. A casual mention from the doctor about a medication he’d never heard of, for a condition he didn’t have. John felt a chill seep into his bones, even under the warm examination room lights. The doctor’s reassurances sounded hollow, his smile forced.

Later, walking home, the world seemed to tilt. The familiar streets felt alien, the houses lining them looked menacing. The wind whipped at his face, carrying whispers he couldn't decipher. Each person who passed by was now a stranger, their intentions inscrutable.

He picked at his lunch, unable to swallow more than a few bites. The food sat like a lead weight in his stomach. The simple act of eating, once a pleasure, now felt like a chore, a betrayal of his own body. His mind raced, replaying conversations, searching for clues, for some explanation that just wouldn’t come.

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