He stared at the spreadsheet, the numbers blurring. Mrs. Gable's 'charitable donations' were…substantial. He’d always suspected she was holding back. The way she'd wince at the price of organic vegetables at the market. Now he knew why.

A strange buzzing filled his ears. He gripped the edge of his desk, the cheap laminate biting into his fingers. The office felt suddenly too small, too suffocating. He needed air.

He excused himself, muttering something about a headache, and stumbled outside. The sun felt harsh, the world overly bright. He walked past the rows of identical suburban houses, each a tiny symbol of his own inadequacy. He couldn't shake the picture of Mrs. Gable, smiling sweetly, while her portfolio likely soared.

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