David felt a cold seep into his bones as he walked in from work. The manuscript, neatly printed and bound, sat on the kitchen counter, a silent accusation. His wife, Chloe, had dedicated years to writing about their life, her perception of him now laid bare.

He poured himself a stiff drink, the liquor burning a path down his throat, but did nothing to ease the tightness in his chest. His portrayal in the novel felt like a betrayal, a dissection of his vulnerabilities. He went to bed, but the images from the novel kept repeating in his mind.

He tossed and turned for hours, the air in the room thick with unspoken words.

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