Her footsteps were heavy as she climbed the stairs. Each step was a battle. She pushed the door open to a brightly lit apartment, the smell of something savory and unknown drifting through the air.

He rushed towards her, his face alight with excitement. "Ahlan wa sahlan, habibti!" he exclaimed. The words, so foreign, so clumsy, hit her like a physical blow. She staggered back, the breath forced out of her lungs.

A strange buzzing noise filled her ears. She felt disconnected from her body, as if she were watching herself from a distance. The thought of explaining her day, of pretending to be okay, felt like an insurmountable challenge. The world seemed to be closing in on 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