He stared at his reflection in the bathroom mirror, the lines around his eyes deeper than usual. The forced jollity of the preparations had felt like a physical strain. The tie felt tight around his neck.

His days were a relentless cycle of meetings, emails, and phone calls. His nights were plagued by fitful sleep and anxious thoughts. The exhaustion felt like a physical presence, a weight that clung to him.

He splashed cold water on his face, the gesture offering little relief. He felt a profound sense of detachment, as if he were watching himself from a distance. The thought of engaging with anyone, of maintaining a cheerful facade, filled him with dread.

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