The keys clattered as she fumbled with them, her hands trembling slightly. Her reflection in the hallway mirror showed a woman whose face was etched with the strain of too many late nights and too little sleep. The fluorescent lights overhead seemed to hum with a hateful resonance.

He was waiting, a small, brightly colored book open on the coffee table. He greeted her with a tentative, "Konnichiwa, my love." The accent was awful, the pronunciation garbled. She hated how it made her feel.

A wave of nausea washed over her. She felt the urge to flee, to escape the confines of this apartment, to escape the pressure. Each muscle ached as if she had run a marathon. Her defenses were down, every little thing a burden.

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