The old house creaked and groaned in the wind, a mournful symphony accompanying Leo's every move. He moved slowly. The task was enormous.

He opened a trunk in the master bedroom, the smell of mothballs and old paper assaulting his senses. Inside, neatly stacked folders held his name, written in his mother’s familiar hand. His entire academic history lay before him, a complete record of his childhood. He felt a throbbing headache develop behind his eyes.

He sat on the floor, leaning against the cold wood. He was done.

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