The air hung heavy with the scent of lilies, a cloying sweetness that made Liam's stomach churn. The florist had delivered the arrangement, a condolence gift from a sympathetic colleague. He'd never liked lilies. The previous owners, a young couple, had been found dead in the garden. He'd learned the details through the local paper. It had all been so senseless.

He wandered through the house, his steps slow and deliberate. The gleaming surfaces, the spotless floors, seemed to mock his current state. He picked up a ceramic vase, its cool smoothness offering no comfort. He needed to do something, anything, to break free from the suffocating gloom. But even the simplest tasks felt overwhelming.

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