The evidence, laid out so clearly, was impossible to ignore. The idol she had built in her mind, the author she had revered, had fallen. The impact of the plagiarism allegations against Alistair Finch left Sarah feeling stunned and disoriented.

She wandered aimlessly through her apartment, unable to focus on anything. Her hands trembled as she picked up one of his books, the cover now seeming to sneer back at her. Her heart felt heavy, a cold stone in her chest.

Sarah sat on the floor, her back against the wall. The world seemed to spin, and she closed her eyes, seeking refuge in the darkness. She was left alone in the dark.

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