He stared at the photograph, the image burned into his retinas. His mother, the woman who had always been a rock, a pillar of strength, was pictured in a nightclub. Dancing, laughing, with a man who was most definitely not his father. Her face, animated with a joy he'd never witnessed, was a stranger's.

A cold wave washed over David. He felt disoriented, like he'd stepped into a funhouse mirror and saw a warped version of his reality. He felt a frantic need to rewrite everything, to erase this image. He squeezed his eyes shut, trying to banish the picture, but it remained.

His hands shook as he set down the photograph, the paper feeling somehow offensive to the touch. He wanted to run, to leave the house, to shed the weight of this newly unveiled secret.

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