David slumped onto the park bench, the list clutched in his hand. The crisp autumn air did little to revive him. His father's goals, penned in a confident hand, were a painful reminder of lost potential. Number one: Visit all seven continents.

He dragged a hand through his hair. His head throbbed. He’d spent the last few weeks working double shifts, just trying to keep his head above water.

He stared across the park, watching children laugh and play. He felt utterly disconnected, a hollow echo. He closed his eyes, the image of his father's smiling face flickering in his mind.

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