The sun was already dipping below the horizon, painting the sky in hues of orange and purple. David leaned against the fence, his body rigid. The golden retriever, Charlie, was at it again, happily trotting across the grass, a tennis ball clutched firmly in his jaws.

He’d just spent a long, grueling day at the office, the kind of day that left a person feeling hollow. He hadn't bothered to shave and all he wanted was some peace. He ran his hand through his hair, the gesture slow and deliberate.

The dog's owner, the young woman with the perpetually optimistic smile, would probably be out in a moment, apologetic and bubbly. David couldn't summon the energy to even fake a smile back.

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
πŸ˜ͺ0.203
Suppressed:
de-0.339
l-0.300
!-0.222
la-0.221
🀟-0.198