The constant drone of the lawnmower outside grated on Sarah's nerves. She pulled the curtains tighter, blocking out the blinding sunlight, even though the house was already dark. The sound followed her, echoing the hollow feeling in her chest. She had just finished a ten-hour shift, and the thought of cooking dinner felt like an insurmountable task.

Then she saw Mrs. Gable’s gardener, expertly trimming the roses. Mrs. Gable, who always seemed so… detached. The real estate records, which Sarah had stumbled across online, revealed Mrs. Gable owned several properties. Not just her impressive mansion, but also a string of vacation homes. Sarah felt a tremor run through her. Another person living a life utterly removed from her own.

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