"Just… wow," Maya muttered, staring at the screen. The article detailing the plagiarism scandal lay open, the damning evidence splashed across the page. Her shoulders sagged. She’d always found solace and companionship in the novels of Iris Blackwood. Now the words felt like ashes in her mouth.

The apartment felt small, the air thick with a sudden sense of confinement. She dragged herself to the kitchen and grabbed a beer, the cold bottle doing little to soothe the heat prickling her skin. The words, the thoughts she had found inspiration in now felt like a joke. The woman she had admired was a thief. She knew she’d have to find a new author to fill the void, but she didn’t want to.

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