It wasn't a bank statement; it was a physical ledger, tucked away in the attic. The ledger detailed every transaction, every deposit, every withdrawal. Her husband, Richard, had been meticulously hiding his financial life from her. Sarah’s chest constricted, a feeling of being suffocated.

She felt a potent urge to be violent, to tear something apart. She clenched her hands into fists, her nails digging into her palms. Their shared home felt like a cage. She couldn't breathe.

She stumbled down the rickety stairs, the ledger clutched in her hands. The familiar scent of their home, the comforting glow of the living room lamp, now seemed menacing. The thought of waiting for Richard to return, of feigning normalcy, was unbearable. She had to get away.

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