The email sat in the inbox, flashing like a neon sign. Chef Leo stared at it, the screen blurring. The criticโ€™s words were like shards of glass, piercing his carefully constructed facade of self-assurance. He was supposed to be the best. The review had said otherwise.

He slammed his fist on the desk. He felt a tremor run through his body. He opened a drawer and poured himself a shot of whiskey, even though it was only 10 in the morning. He usually didn't drink.

He considered cancelling all his reservations for the day. Instead, he went to the butcher shop to get more ingredients. He threw himself into the preparations for the evening service, moving through the kitchen with a tense energy.

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:
๐Ÿ˜ž0.343
S0.317
ness0.302
๐Ÿ˜”0.294
๐Ÿ˜ข0.272
Suppressed:
de-0.553
la-0.511
l-0.307
/-0.260
(!)-0.236