The heat of the sun felt oppressive on Michael’s skin. He felt drained, his limbs heavy and slow. The booming music from the house next door seemed to mock his exhaustion.

He sat at his kitchen table, staring at a half-finished crossword puzzle. The words swam before his eyes. He couldn't think straight.

He gathered his resolve and walked to the phone, his hands trembling slightly. He scrolled through the contact list, searching for the number of the property manager. Talking was difficult, but the noise was worse.

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