He walked aimlessly through the park, the fallen leaves crunching under his feet. The autumn air was crisp, but it failed to invigorate him. He had just seen Sarah after both he and her had completed their interviews. She seemed to have more life in her.

He watched a group of children laughing, chasing pigeons, their energy a stark contrast to his own. He kicked a fallen leaf, sending it skittering across the pavement. He was usually such a good friend, always there. But this situation, this goal they both shared, was draining him.

He sat on a bench, head in his hands, and felt the first touch of the evening chill settle in his bones.

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