The buffet table seemed to stretch endlessly before him, a landscape of food he had no appetite for. David picked at a miniature quiche, the pastry crumbling in his fingers. He felt a tremor in his hands, a slight shaking he couldn't control. He kept glancing toward the entrance, his heart hammering against his ribs.

Then she was there. Chloe, looking elegant in a dress the color of the setting sun. He swallowed, his mouth suddenly dry. He found himself gravitating towards the bar, ordering a double whiskey, the burning liquid a temporary distraction. He felt a sudden urge to flee, to disappear, anything to escape the impending encounter.

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