The photograph depicted his uncle, lauded for his military service and bravery, shaking hands with a man. This man, however, was wearing a uniform bearing a symbol that sent a cold shudder down his spine. The symbol of the enemy, the one his uncle was supposed to have fought against.

A wave of nausea churned in Robert’s stomach. The implications were staggering. The carefully constructed stories of heroism and sacrifice seemed to crumble into ash. His breath hitched in his throat.

He clutched the photograph, the edges digging into his palms. He couldn’t bring himself to look away. His vision started to blur. The comfortable world he knew had vanished, leaving him adrift in a sea of doubt and uncertainty.

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