He slumped deeper into the threadbare armchair, the springs protesting with a mournful creak. The news had hit him like a physical blow, stealing the air from his lungs. For years, Arthur had found solace in Marcus Thorne's novels, the intricate plots, the lyrical prose, the voice that seemed to speak directly to his soul. Now, the accusations, the proof, the shattering revelation that it was all built on a foundation of stolen words.

He stared at the unread book lying on the side table, its cover gleaming innocently. The world suddenly felt out of focus, the colors muted. He wanted to scream, to smash something, but his limbs felt heavy, unresponsive. He simply sat there, absorbing the information like a blow to the gut, the weight of it pressing him down.

Emotion: weary

Cluster: Fatigue / Lethargy
PC1 (Valence): -1.52 Negative
PC2 (Disposition): -1.02

Role in Research

This story is one of 1,000 stories generated for the emotion weary. 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 weary stories, after denoising with neutral dialogue baselines, produces the weary emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the weary vector is projected through the unembedding matrix.

Promoted:
S0.384
😞0.288
sighed0.230
ness0.210
😪0.203
Suppressed:
de-0.339
l-0.300
!-0.222
la-0.221
🤟-0.198