It was the fifth one, or sixth, he wasn’t sure. Andrew glanced down at the email, the headline a familiar sting. He had lost count of the countless applications, the essays he’d poured his soul into. Each refusal cut a little deeper.

His shoulders slumped, his spine aching with fatigue. He wanted to scream but knew the sound would get trapped, suffocated by the walls of his tiny apartment. He stared blankly at the wall, at a poster of a mountain range that mocked his current immobility.

He slowly walked to the refrigerator and grabbed a bottle of water, taking a long, silent swallow.

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