“Another year, another school," said Frank to his wife, his voice flat. He'd been battling with the insurance company all day, and the stress had left him feeling hollowed out. A knot formed in his stomach. The thought of his son's school was another thing added to the list.

His wife said "It's Mrs. Bell" while picking at her nails. He felt a shiver, a cold draft, and suddenly the walls felt like they were closing in. Mrs. Bell, the teacher who had, in his own experience, turned a blind eye to every single problem he had ever had. The one who had always seemed to see him as an inconvenience.

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