The air in the library felt heavy and stagnant, a suffocating embrace that amplified his sense of unease. He ran his hand over the worn cover of the book, the familiar texture failing to provide any comfort. The words swam before his eyes, refusing to be absorbed. He wanted to scream.

He glanced up as a man approached, his face pale and drawn. The man tripped over a chair leg and nearly fell. He looked up, his eyes meeting the narrator's.

"Sorry," the man mumbled, brushing himself off. "Sometimes… my legs just give out."

The narrator knew exactly how that felt.

"Stellis, right?" the man then asked, a question, but not.

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