The humidity clung to the air, making it hard to breathe. Amelia swiped a hand across her forehead, pushing back a stray strand of hair. The task felt monumental, the sorting of her mother's possessions. It was a task she had been avoiding for too long.

She opened the bottom drawer of her mother’s desk. Her fingers brushed against a stack of papers and a small, worn folder. The folder contained a draft of a letter addressed to a bank. In the letter, her mother detailed the pressure of her role. The constant worry, the relentless deadlines. Amelia sat down heavily, the words echoing a sentiment she knew well.

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