The air in the library felt thick and heavy, the scent of old paper clinging to everything. John sat surrounded by stacks of books, the weight of his research pressing down on him. A friend request: from Sarah "The Slinker" Stevens. His jaw tightened.

He recalled her sneering laughter, the way she’d orchestrated the social ostracism that had defined his school years. He felt a sudden, suffocating feeling, as if the walls were closing in on him. He slammed his laptop shut, the sound echoing through the quiet room. He needed fresh air, a different environment, anything to distract 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
πŸ˜ͺ0.203
Suppressed:
de-0.339
l-0.300
!-0.222
la-0.221
🀟-0.198