The grimy windows of the pawn shop offered a hazy view of the bustling street outside, a world he felt utterly detached from. He stared at the chaotic jumble of objects, each with a story he didn't want to hear. He had been through enough stories.

His stomach churned, a familiar discomfort that had plagued him for weeks. He moved slowly through the aisles, not looking at anything, but feeling everything. His gaze landed on a glint of light in a glass case. A ring. His grandmother’s. He recognized the unusual shape of the setting.

He felt a sudden, inexplicable anger. He’d barely been able to function in the past year, and now this. He clenched his fists, knuckles white. “How much?” he asked the clerk, the word a strained rasp.

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