The discovery was a physical blow, a punch to the gut. The savings account, hidden within a convoluted web of online accounts, was a blatant betrayal. John hadn’t just been frugal; he’d been secretive. He had kept this secret from her, the woman he promised to share everything with.

He hadn’t even hinted at it, not a clue. She ran a hand across her forehead, the skin clammy. The furniture in the living room seemed to shrink, the walls closing in. He'd be home soon, expecting dinner, expecting her to be the same wife he’d always known.

John felt a strange, detached curiosity. Would he lie? Would he deny it? Or would he simply… explain? The thought of his explanation, whatever it might be, filled him with a potent blend of dread and fury. He walked to the liquor cabinet and poured himself a stiff drink.

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