The metallic tang of fear coated Daniel’s tongue. He stared at the screen, and the words ‘delayed due to weather’ blurred before his eyes. His grandmother’s final birthday. The flight was already halfway late. He hadn't seen her in ages. This was the last chance.

He felt a sudden chill, despite the warm air circulating around him. He leaned against the cool glass of a window, looking out at the murky sky. The thought of not being there, of arriving too late, was a lead weight in his stomach.

He pulled out his phone, his thumb hovering over the dial button. Would it be enough to make it better? Would his call even be answered?

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