The flickering fluorescent lights of the dorm room buzzed, a sound that grated on Maya’s nerves. She’d been staring at her physics textbook for hours, the equations blurring into an incomprehensible mess. A dull ache throbbed behind her eyes. Sunlight streamed through the window, illuminating dust motes dancing in the air, a stark contrast to the oppressive interior. She pushed away from her desk, the creak of the chair echoing in the sudden silence. Her journal lay open on her bed, a single page turned down. A wave of nausea washed over her.

"Hey, I need to talk to you," she said, her voice sounding thin even to her own ears. Sarah, her roommate, looked up from her phone, a casual indifference on her face. "Did you… did you read my journal?"

Sarah shrugged, her gaze flitting away. “I might have glanced at a few pages.” Maya's shoulders slumped. She just wanted to disappear.

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