The silence in the attic was heavy, broken only by the creak of the floorboards under Liam's hesitant footsteps. He ran a hand over the smooth, cold surface of the antique writing desk, his father's prized possession. His sister, Emily, had sent him a text, a brief message that felt like a punch to the gut: "Dad's selling the desk."

He hadn't been home in months. Guilt gnawed at him. He felt hollow, as if everything was beyond his ability to fix. The air in the attic was stale, thick with the scent of forgotten memories and mothballs. He felt a deep, profound exhaustion, a feeling that went beyond mere physical fatigue, a heaviness of spirit that threatened to pull him under. He didn't know what to do.

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