The restaurant buzzed with laughter and clinking glasses, a symphony of sounds that grated on Maya’s nerves. Across the table, Ethan—or rather, the person who looked like Ethan—smiled at his companion, his brow furrowed in concentration. She hadn't expected to see him there, and certainly hadn't expected the vacant stare that had greeted her. The shock had left her feeling...unmoored.

She toyed with the untouched salad on her plate. The vibrant greens, usually so appealing, now seemed dull. The scent of the dressing, normally enticing, felt overwhelming. Her stomach churned. Each passing second increased the pressure in her chest.

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