The office clock ticked relentlessly, each second a hammer blow against his skull. James, hunched over his desk, stared at the screen, the fluorescent lights making his eyes ache. He felt empty.

He had found it, the hidden account of his daughter, Ava. Another life, another set of friends, another personality. The shock had still not worn off.

He felt that he was drowning, the weight of the information pressing down on him. He considered what he should say, what he could say. His mind was blank. He rubbed his face, the stubble scratching against his skin.

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