The flickering neon sign outside the diner cast long, distorted shadows across the table. Her fork, heavy in her hand, hovered over the untouched eggs. The taste of the coffee was metallic, a reflection of the bitter taste that had taken root in her mouth. She could still hear the rapid clicks of the phone’s buttons from last night, a melody of deceit played out in their own home. It was the way David’s hand had immediately shot up to his phone when he thought she wasn’t looking. The casual tone that turned to something strained and secretive whenever he answered. She felt a knot, hard and unyielding, constricting 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