The coffee had gone cold hours ago, the mug still resting on the cluttered desk. Sunlight streamed through the blinds, painting stripes across the dusty surface. He stared, unseeing, at the typed words on the page. His jaw ached, clenched tight. His eyes, usually bright, were dull and bloodshot. The words blurred, swam before him. He ran a hand through his hair, the gesture absent and automatic. He felt drained, depleted, like a deflated balloon. He closed his eyes, the image of her face, youthful and defiant, burned behind his eyelids.

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