He found it wedged between the pages of a well-worn cookbook. Thomas had been searching for a recipe, a simple distraction from the emptiness that had settled within him since the divorce. It wasn’t a recipe, however. Instead, it was a letter.

He read it slowly, his jaw tight, his hands clenching into fists. The words, a young man's furious denunciation of his own father, stung like a fresh wound. The paper crackled in his grasp.

His breath hitched. He closed his eyes, remembering the arguments, the silences, the years of unspoken grievances. The familiar ache in his chest intensified. He threw the letter onto the counter, his appetite vanishing, the world suddenly muted.

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