“Again?” The word escaped Anya's lips, a whisper lost in the echoing emptiness of her apartment. She slumped against the peeling wallpaper, the floral pattern blurring before her tired eyes. Her chest felt constricted, making each breath a conscious act. She dragged a hand through her tangled hair, noticing the crumbs from dinner still clinging to her fingers. The eviction notice, folded neatly on the table, seemed to mock her with its crisp lines and official typeface. She closed her eyes, the image of the landlord’s smug face burned into her memory.

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