He stared at his reflection in the dusty mirror, hardly recognizing the gaunt face staring back. The lines etched around his eyes were deeper than he remembered, the shadows beneath them a testament to sleepless nights. The weight of it all seemed to have settled in his bones. He ran a hand across his forehead, the skin clammy. The patent he'd drafted, the blueprints he'd perfected – all rendered useless, obsolete. He felt a surge of bitterness, a sharp, acidic taste on his tongue that mirrored the hollowness in his chest.

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