The coffee had gone cold, the toast tasted like cardboard. She'd been running on fumes for weeks. Her eyes, bloodshot and gritty, scanned the empty driveway. Where was the old Corolla?

A knot formed in her throat. She ran a hand over her face, rubbing at the tiredness that was etched there. The world swam slightly, a consequence of the late nights and the endless grind.

A bright yellow rectangle confirmed her suspicions. The tow truck was already disappearing down the street. A sudden, sharp ache blossomed behind her eyes. Another hurdle, another obstacle. Just when she thought she might catch a break.

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