The hum of the elevator, once a background noise, now seemed to pierce through his skull. Three hours. He ran a hand over his face, feeling the stubble of his beard. He hadn’t shaved this morning. He hadn’t anticipated this.

"Maybe we should try the emergency phone again?" Emily suggested, her voice laced with desperation. He nodded, but didn't move.

He just wanted to lie down. He just wanted to sleep. He felt as though every fiber of his being was weighted.

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