"Unlikely," the doctor had said, but the seed of doubt had taken root in David's mind. The error, the other man’s medical history, became a shadow that followed him. He could not shake the feeling of disquiet.

He started to drink more. The alcohol offered a temporary respite, a momentary forgetting. But when the effects wore off, the feeling returned, a relentless tide of anxiety that crashed over him.

He was irritable, short-tempered with everyone around him. His wife’s gentle touch now seemed like an intrusion. He began to isolate himself, building walls around his heart and his life.

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