John ran a hand through his hair, the gesture a habitual one lately. His limbs felt heavy, and the world seemed to be moving in slow motion. He stared out the kitchen window, watching the rain streak down the glass. Sarah was supposed to be at a book club meeting, but he had a feeling. He’d heard the hushed conversations, the secretive smiles.

He found her phone on the kitchen counter, and his heart hammered as he unlocked it. He scrolled through the recent calls. A number he didn't recognize, repeated multiple times, always at the same time each day. A bitter taste filled his mouth. He felt a deep ache in his bones, a profound sense of… emptiness.

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