“Are you alright, honey?” David’s wife asked, her voice laced with concern. He just shrugged, pushing the plate of eggs away. He couldn’t bring himself to eat. He’d barely slept since discovering the truth about his home. A brutal robbery, a family wiped out. The details were graphic, brutal. He couldn’t shake the image of the crime scene photos.

He stood up suddenly, pushing his chair back with a scraping noise. "I'm going for a walk," he mumbled, avoiding her eyes. He needed air, desperately. The house felt too small, too confining, the walls closing in. The sunlight felt so heavy on his shoulders, it was as if they could barely hold the burden.

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