"This is ridiculous," Michael muttered, the words escaping him before he could stop them. He ran a hand over his stubbled chin, feeling the scratch of the rough hairs. He paced back and forth in the cramped gate area, his frustration mounting with each passing minute. The airport felt more like a prison cell than a travel hub. The international flight meant he would be late for his daughter's graduation.

He glanced at his watch again, as if willing the hands to move faster. The ceremony would start soon. He closed his eyes and saw her smiling face, the one he had dreamed of capturing in a photograph. He felt a deep, gnawing sense of disappointment.

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