The harsh fluorescent lights of the pawn shop seemed to amplify the throbbing ache behind Michael's eyes. He felt a constant low-grade anxiety, a tight knot in his stomach. He was caught in a current of worries. He felt his face heat up, his palms beginning to sweat.

There it was. The ring. His grandmother's ring. Heโ€™d never thought heโ€™d see it again. He swallowed hard, trying to keep his composure. He felt a deep, profound sense of sorrow.

โ€œHow much?โ€ His voice was a strained monotone, devoid of inflection. The shop owner, a man with a receding hairline, glanced up, a flicker of something unreadable in his eyes. Michael felt a sudden urge to turn and run.

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:
๐Ÿ˜ž0.343
S0.317
ness0.302
๐Ÿ˜”0.294
๐Ÿ˜ข0.272
Suppressed:
de-0.553
la-0.511
l-0.307
/-0.260
(!)-0.236