The afternoon sun, usually a welcome visitor in Liam's cramped office, felt oppressive today. He found himself staring out the window, avoiding the half-finished dissertation sitting on his desk. The email was a cold blast – Dr. Olsen was leaving, taking her expertise, her guidance, and her reputation. He felt like his foundation had crumbled beneath him.

He hadn't eaten lunch. His appetite was completely gone. His body felt heavy, his joints felt stiff. He felt the urge to give up. The thought of starting over with someone new, of explaining his research all over again, made him want to lie down and sleep for a week.

He slowly closed his eyes. The weight in his chest made it hard to breathe. The world seemed to fade in around him.

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