The aroma of freshly baked bread filled the kitchen, a stark contrast to the scene unfolding outside. Sarah watched, her jaw tight, as the terrier, Rascal, sniffed at her meticulously tended herb garden. She’d spent the entire morning in the kitchen, exhausted from the baking, and it was the first time she’d been outside all day.

Her stomach churned, and she felt a dull ache in her back. She crossed her arms, a shield against the rising tide of frustration. She had a list of things to do, but all she wanted was to go back to her book.

She was tired, and felt overwhelmed.

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