John ran a hand through his thinning hair, the gesture more a symptom of exhaustion than grooming. He’d barely slept in weeks. His gaze was fixed on the crumpled permission slip in his hand, the one declaring that his daughter, Emily, would be starting fourth grade. He sighed, a sound that seemed to carry the echo of every unresolved problem in his life. The slip’s return address: "Mrs. Evelyn Carter".

He felt a tightness in his chest, a sensation akin to being bound by invisible ropes. Evelyn Carter. The name, the crisp handwriting, ignited a flicker of unease. He knew that name, knew the woman. She had been his fourth-grade teacher, the one who had always seemed to see right through him, judging every mistake.

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