The afternoon sun cast long shadows across the yard as Olivia read the notice. A fence. She sighed, her shoulders slumping. She felt a familiar weight settle in her chest, a sense of resignation. The day had already been a trial.

She’d woken with a headache, and the tasks seemed endless. The laundry, the bills, the groceries. Now, this. She walked to the window, the movement slow and deliberate.

She glanced over at the neighbor’s property, the sight of it adding to the overwhelming sense of, of… She just turned away, unable to finish the thought. She sank into a chair, the soft cushions offering little comfort.

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