He slumped onto the dusty stool, the weight of the day—the world—pressing down on him. John surveyed the chaotic contents of his parents' old trunk. He’d postponed this task for weeks, the thought of it a leaden weight in his chest. A photograph slipped from a cracked album, revealing his father, the war hero, leaning against a vintage car, arm slung casually around a woman with flashing eyes and a mischievous smile. The woman was not his mother.

A coldness spread through him, despite the sweltering heat. The stories of valor, the medals, the patriotic parades… they suddenly felt hollow. The man in the picture seemed a stranger, a different person than the one he'd known.

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