"Just get through the shift," she mumbled under her breath. The diner's clatter filled her ears. The aroma of stale coffee and greasy food was overwhelming. She wiped down a table, her movements slow, each action a burden. The soles of her feet throbbed. A lost wallet sat abandoned near the door, its presence a foreign object against the floor.

She bent down, her back protesting. The wallet felt heavy in her hand. She thought about what she could do with the money inside. Food, warmth, a break from the constant grind.

She glanced over at the bustling tables, the endless stream of orders. She had a job to do, and the thought of breaking her routine seemed terrifying. She had to make the right choice, though her heart argued for the opposite. She held the wallet in her hand for a moment longer before walking over to her boss.

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