He traced the outline of the brick chimney with a trembling finger, the rough texture a stark contrast to his smooth, city-softened skin. Richard felt the familiar sting in his eyes. He hadn't cried in years.

He'd spent the last few days in a fog, going through the motions. He hadn't eaten properly, and his sleep was fractured. Each blink felt like a monumental effort.

A gust of wind rustled through the overgrown garden, scattering dry leaves across the porch. He imagined his father, whistling as he tended the roses. The image struck him like a physical blow.

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