Sarah slumped onto the bench, the metal cold and biting through her thin jeans. Another parent-teacher conference. Another litany of woes about little Timmy. She’d dragged herself here, a monumental effort in itself. Her shoulders were hunched, the weight of the world pressing down. Then, the principal’s words, "Mrs. Davies will be your son's teacher this year, Sarah." A chill, deeper than the autumn air, ran through her. Not just a teacher. *That* Mrs. Davies.

The memory of Mrs. Davies' icy glare across the classroom, the pointed comments about Sarah's messy handwriting, flooded back. A sense of dread, heavy and suffocating, wrapped around her. This… this felt like a cruel joke.

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