The afternoon sun cast long shadows across the classroom, emphasizing the dust motes dancing in the air. Miss Blake, head bowed, slumped further into her chair, the day's events a heavy weight on her shoulders. The relentless pressure of standardized testing and administrative demands had drained her reserves.

A small, unassuming envelope lay on her desk. Inside, a single photograph, a class picture from several years ago. A handwritten note read, "Remember us? You made a difference, Miss Blake. – All of us." A wave of memories washed over her. She picked up the photograph, her fingers tracing the familiar faces. The corners of her mouth turned upward.

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