The relentless tick of the clock on the kitchen wall seemed to mock him. He was supposed to be relaxing, but the grocery list and the looming car repair bill occupied his thoughts. He caught a glimpse of his neighbor, Ms. Dubois, effortlessly unloading groceries from a chauffeured car. Another luxury he could only dream of.

He had always thought Ms. Dubois was just a successful businesswoman, but the online documents, accidentally left open on her laptop during the charity event he helped at, told a different story. A story of offshore accounts and properties scattered across the globe. He rubbed his eyes, feeling the familiar weight in his chest. A feeling he couldn't quite name.

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