The relentless sun beat down on the corrugated iron roof of the shed, intensifying the heat and making the air thick with the smell of old wood and dust. David ran a hand across his forehead, pushing back the sweat that clung to his skin like a second layer. The incessant pounding in his head felt like a dull drumbeat, a constant reminder of the fatigue that had consumed him for months. He had tried to hide it, but the tremors had become impossible to conceal.

He looked up as a woman, clearly in her late twenties, entered the shed. She wore a work shirt that appeared to be several sizes too big, and her face was pale, with dark circles under her eyes. “This is the wrong address for the carpentry gig, isn’t it?” she asked, her voice cracking slightly.

“Maybe,” David conceded, “But, it does seem to be the address for the 'unexplained tiredness' group.” He gestured to a small flyer taped to a rafter. She blinked, then seemed to smile very slightly.

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