He stared out the window at the gray expanse of sky. The world felt muted, lacking its usual vibrant hues. This morning’s revelation had settled on him like a dark shroud. His literary hero, the man whose words had offered him solace during his darkest days, had been exposed as a fraud. Victor Sterling’s stories weren't original at all.

David ran a hand through his hair, a gesture meant to clear his head, but it felt futile. The apartment seemed to close in around him. He hadn’t felt this hollow in years. He felt exhausted. He didn’t want to do anything, or see anyone.

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