The weight of the paper in David’s hand felt heavy, crushing. The account statement, detailing the sum his wife, Carol, had squirreled away, felt like a judgment. He'd never noticed the small, locked box in her closet, the one where the paperwork must have been kept.

He felt a sudden, inexplicable urge to flee. He grabbed his keys and jacket and headed for the door. Outside, the familiar street looked distorted, almost menacing. He felt a deep unease, the kind that made the world feel tilted at a disorienting angle.

He felt a pull towards the local bar. It wasn’t a usual hangout for him, but today it was the only place he could think of to maybe…make sense of it.

Emotion: troubled

Cluster: Fear / Anxiety
PC1 (Valence): -2.20 Negative
PC2 (Disposition): -0.81

Role in Research

This story is one of 1,000 stories generated for the emotion troubled. 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 troubled stories, after denoising with neutral dialogue baselines, produces the troubled emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the troubled vector is projected through the unembedding matrix.

Promoted:
😞0.343
S0.317
ness0.302
😔0.294
😢0.272
Suppressed:
de-0.553
la-0.511
l-0.307
/-0.260
(!)-0.236