The notice, a stark white rectangle amidst the usual clutter of flyers and forgotten announcements, seemed to suck the air from her lungs. Sarah stared at it, the words blurring in front of her eyes. "Financial Difficulties. Closure of Campus." The library, her sanctuary, felt suddenly hostile, the scent of old paper and leather suffocating. She slumped into a chair, the plastic cold against her skin. A headache throbbed behind her temples, a dull, insistent rhythm.

Her phone buzzed, a text from her roommate, Chloe, asking if she was okay. She typed back a terse, "Fine." The lie hung heavy in the air, a phantom limb that ached. She knew Chloe would see through it. They always did.

Taking a deep breath, which didn't help, she rose from the chair. Maybe a walk, clear her head. She opened the door and the weight of the college building felt as though it was crushing her.

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