The clinking of glasses, the incessant chatter—it was all a cacophony. She sat at a table near the back, the noise reverberating through her skull. The weight of the day, the week, the month, settled heavily upon her.

Her mind was a tangled mess of to-do lists and worries. Her energy had been depleted by a string of stressful events. She considered feigning a sudden illness. Perhaps she could get away with an early departure.

She watched her father, beaming with pride, and felt a pang of guilt. The smile felt like a physical ache. The speech was coming. She was acutely aware of the effort that would be required. The thought left her with a deep emptiness.

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