The blare of the television in the common room was a dull roar in Daniel's ears. He just wanted it to stop. He’d barely slept in days, plagued by anxieties about his grades and his future. He stumbled into his room, longing for the quiet sanctuary it usually offered. His journal lay on his roommate’s bed, open to a page detailing his doubts about his relationship with his girlfriend.

"Seriously, Mark?" he said, his voice flat. He felt a profound sense of hopelessness.

Mark shrugged, fiddling with a pen. “Curiosity, I guess.” Daniel’s jaw clenched. He wanted to scream, but the words wouldn't come. He felt a deep, profound emptiness.

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