The stale air in the pawn shop seemed to steal the breath from Sophie's lungs. She held her breath as she looked around the shop. The weight on her shoulders was heavier than she could bear. It was a suffocating pressure that seemed to squeeze the life out of her.

The ring. She knew it instantly. The distinctive cut of the diamond, the delicate setting… It was the ring her grandfather had given his beloved. She felt a sharp, stabbing pain in her chest, a physical manifestation of her sorrow.

“How much is it?” she croaked, the words barely audible. The shop owner, a man with a jaded expression, named a price. Sophie felt a wave of nausea, a sudden and overwhelming sense of despair.

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