The discovery was a crumpled note, tucked inside a cookbook. His father had resigned from his long-held post as a librarian. It was a job he loved, or so he thought.

He felt the blood drain from his face. He sat down heavily at the kitchen table, the letter trembling in his grasp. The words, the careful phrasing, spoke of a dissatisfaction he’d never imagined.

He felt a sudden, inexplicable urge to tear the note to shreds, to erase the words, to somehow return to the comforting illusion of the past. He forced himself to take a deep breath, the air thick with the scent of old spices and unspoken truths.

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