The chipped mug warmed Amelia's hands, but the heat didn't penetrate the chill that settled deep in her bones. Across the small kitchen, Liam bounced on the balls of his feet, eyes gleaming with barely-contained excitement. “Think about it, Amelia! A golden retriever! We could take it to the park every day!” She just wanted silence, a long, uninterrupted stretch of quiet.

She dragged a hand through her hair, the strands catching on her dry skin. The air felt thick, heavy with the scent of stale coffee and Liam’s boundless enthusiasm. Her eyelids felt weighted, as if someone had placed small stones on them.

“Maybe later, Liam,” she mumbled, her voice a low rasp. “I just need a little… peace.” He didn't seem to notice; the words dissolved in a flurry of plans for a dog bed and a doggy door. Amelia closed her eyes, imagining the gentle thud of a closing door, the world fading to black.

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