The smell of stale coffee clung to Ethan's clothes as he sat hunched over his kitchen table, the manuscript spread before him like a betrayal. His wife, Maya, had poured her heart into the pages, a fictionalized account of their marriage, and he, the unwitting subject. The portrayal of him, with all his flaws and insecurities, felt like a public shaming.

He ran a hand through his already disheveled hair, feeling a weight settle in his chest. A profound sense of disorientation. The words echoed in his mind, sharp and stinging. Their private moments now lay exposed, dissected, and reassembled for an unseen audience.

Ethan got up and went to the back yard and stood there until dusk.

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