The news had spread fast, and the buzz in the restaurant was loud, but it didn't reach her. Amara found herself focusing on the flickering candlelight on the table. Someone, a complete stranger, had permanently etched her swirling "Constellation Dream" onto their skin. Her appetite vanished.

She picked at the food in front of her, pushing the vegetables around the plate. Her stomach churned. She felt as though a part of her soul had been taken, replicated, and then spread across the world.

She excused herself from the table, claiming a headache. Outside, the city roared, but the sound was muted. She walked aimlessly, the feeling of loss a heavy shroud around her. She was adrift, lost in the noise.

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