The subway car rattled and lurched, the metallic screech grating on Leo’s already frayed nerves. He gripped the pole tightly, his knuckles white. The rhythmic swaying made him feel seasick, and the close proximity of the other passengers intensified the feeling of being trapped. He just wanted to be home, to close his eyes and escape the relentless thrum of the city.

A young man, standing opposite him, swayed more than he needed to, his face pale and drawn. He muttered under his breath, something about the heat.

"You alright?" Leo managed, his voice barely a whisper above the train's roar.

The young man met his gaze and nodded slowly. "Just… can't seem to stay upright today. Feeling the effects." He paused, studying Leo carefully. "The dizziness, the disorientation… does this always happen to you?"

Leo didn't answer right away. He knew that the answer would be the same as the young man’s.

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