John ran a hand through his already disheveled hair, the stubble on his face rough against his palm. The house felt too quiet, each tick of the grandfather clock in the hall amplifying the hollowness inside him. He’d been working overtime, a constant, dull ache in his shoulders a testament to the long hours. Then, yesterday, cleaning out the attic, he’d found it: a small, hidden notebook tucked inside a dusty box. His wife, Sarah, had kept a savings account a secret.

His jaw tightened as he flipped through the pages. The meticulously recorded deposits, the growing balance, a monument to a life he hadn't known. It was more than the money, he realized. It was the feeling that their shared life had been built on a foundation of… sand. A coldness spread through him, making his extremities tingle, as if the very air had turned icy.

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