The constant vibrations were getting to him. He could feel it in his teeth. It had been weeks, maybe months, since he'd had a decent night's sleep. He rubbed his eyes, the lids heavy and dragging. The din from the construction project seemed to be burrowing into him.

He skipped breakfast. The thought of chewing, of any effort at all, made him feel nauseous. He knew he should face the day, do the laundry, go to the store, but he couldn’t bring himself to do any of it. He needed… something.

He sank back onto the couch, the worn cushions offering little comfort. He switched on the TV, the bright colors and noise a temporary distraction from the grinding weight of his exhaustion.

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