The gallery owner was enthusiastic, but Sofia found it difficult to muster a smile. Her ‘Serpentine Dance’ was now inked on a man's chest. He'd even sent her a photograph. She felt a strange detachment, a distance.

She felt a hollowness in her chest. She excused herself from the conversation, claiming a need for fresh air. Outside, the city was bustling, but she felt oddly disconnected, as if observing the world through a pane of glass.

She walked for blocks, aimlessly, the feeling of emptiness a constant companion. The laughter of children on the street grated on her nerves. She felt an overwhelming urge to go home and hide.

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