The news had hit David hard. He felt a deep sense of betrayal after learning about the plagiarism accusations against his favorite writer, Seraphina Stone. He stared at his collection of her books, the spines lined up neatly on the shelf. They now seemed to mock him.

He felt a deep exhaustion, a bone-deep weariness that settled over him. He slumped in his chair, his shoulders slumping. He felt a coldness wash over him, as if something vital had been taken away.

David got up and paced the confines of his apartment, a restless energy coursing through him. He felt an urge to run, to escape the crushing weight of disappointment. He felt like his anchor had been pulled, leaving him adrift.

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