The bell above the pawn shop door jingled, a brittle sound that grated on Ethan’s nerves. He hadn't eaten all day. The weight of his recent actions felt unbearable. He wandered aimlessly, the streets blurring into a hazy mess. He felt a distinct unease, like a tight knot in his chest.

His gaze snagged on the jewelry display. The ring, sitting there under the bright lights, seemed to glow with a familiar warmth. His grandmother used to wear it every day. He felt a sharp pang of remorse, a physical ache in his chest.

"I need to see that one." His voice was a husky murmur, barely audible over the hum of the air conditioner. The shopkeeper, a portly man with a bored expression, ambled over. Ethan felt a sudden urge to flee, to disappear into the anonymity of the city. He didn’t. He couldn’t.

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