He dragged himself out of the house, the morning air already heavy with humidity. His shoulders were slumped, his gait slow. The familiar sight of his driveway, and the empty space where his beat-up sedan should have been, stopped him cold. A sinking sensation spread through him.

A bright yellow truck sat further down the street. The driver, oblivious to his mounting frustration, was securing a vehicle onto its flatbed. Everything felt distant, muted. The driver waved a clipboard, and pointed at a small sign posted near the curb.

His breath hitched, and he was struck by a sudden wave of heat. He walked, slowly, toward the offending sign, and read the small print. A new rule? A forgotten detail? He ran a hand through his hair, the gesture conveying far more than the words he couldn't form.

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