He’d always considered himself healthy, so the error in his records – a history of chronic pain, a prescription for opioids – hit him like a physical blow. Thomas felt a sickness brewing in the pit of his stomach.

He was suddenly obsessed with his own body. He couldn't stop checking his pulse, worrying about every ache and twinge. He felt a constant tension in his shoulders, a tightness that he couldn’t seem to release.

He started avoiding social interactions, afraid to be touched, afraid to let anyone get close. The world felt like a threat, and every stranger was a potential danger. He stayed home for days.

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