He poured himself another glass of whiskey, the amber liquid doing little to calm the tremor in his hands. Robert received the news with a curt nod, but inside, a knot of…something…had tightened in his gut. A fence, he thought.

He glanced at the empty chair across the table, at the view of the shared land. The casual camaraderie. The shared projects. It was all a thing of the past. He ran a hand over his face, his skin prickling with sweat despite the cool evening air.

He stared at the whiskey, then drank it down in one gulp, the burn of the alcohol doing little to chase away the growing anxiety. He felt a deep sense of loss. He knew he should have been prepared for this; their world was always in flux. Still, the reality of it felt like a betrayal.

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