He’d been running on fumes for months, the deadline a distant, hazy landmark he had to reach. Now, the rejection email had arrived, a finality that settled in his bones. David reread the subject line: “Scholarship Decision.” His fingers, usually quick on the keyboard, fumbled with the mouse.

The news felt like a physical blow. He blinked, struggling to focus. He pushed away from his desk, the chair scraping against the linoleum. The apartment felt too small, the air thick and heavy.

He walked over to the window. Rain splattered against the glass, mirroring the bleakness inside. He wanted to scream, to shatter something, anything. But the noise wouldn't come.

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