The air conditioning in the diner blasted, but Liam still felt a chill down to his bones. He reread the email for the tenth time. “Granny’s Diner – Forever Closed.”

He slid into a booth, his movements slow and deliberate. He stared blankly at the menu.

He’d known the owners his whole life. He’d eaten breakfast there every Saturday for years. The fluffy pancakes, the home-fried potatoes, the smell of fresh coffee – all gone.

He took a deep breath, trying to steady himself. He felt a profound sense of loss, a wound that seemed to deepen with each tick of the clock.

The waitress came over. “The usual?” she asked, smiling. He shook his head.

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