"A fence," muttered Martha, staring at the blueprints spread across her kitchen table. Her neighbour, Mr. Peterson, had been talking about it for months. She massaged her temples, the pressure point throbbing, another reminder of the relentless demands of the day.

She'd spent the morning cleaning, the afternoon dealing with a frustrating plumbing issue, and now this. The prospect of discussing property lines and aesthetics with Mr. Peterson felt like wading through molasses.

She pushed back from the table, the chair scraping against the floor. She just wanted to curl up somewhere quiet, away from the constant noise and expectations. Her eyes felt heavy, her body felt leaden. She picked up the phone, her fingers fumbling with the buttons. "Hello?" she said, her voice a monotone.

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