He slumped onto the cracked vinyl stool, the weight of the day pressing down on him like a physical burden. The pawn shop's door swung closed behind him, a hollow sound in the near-empty space. The fluorescent lights buzzed overhead, a persistent irritation. He'd lost his job, his apartment, and now, he just felt…flat.

His eyes, red-rimmed and bloodshot, drifted across the display cases. A particular glint of metal caught his attention. He pushed himself forward, his shoulders hunched. The ring. It was exactly like the one his grandmother had shown him years ago, the one she said his grandfather had given her.

He knew he shouldn’t. He didn't have the money. He barely had the will. But a deep ache resonated within him, a longing for something…more.

Emotion: worn out

Cluster: Fatigue / Lethargy
PC1 (Valence): -1.12 Negative
PC2 (Disposition): -1.20

Role in Research

This story is one of 1,000 stories generated for the emotion worn out. 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 worn out stories, after denoising with neutral dialogue baselines, produces the worn out emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the worn out vector is projected through the unembedding matrix.

Promoted:
😞0.265
😩0.234
疲れ0.226
que0.221
sighed0.221
Suppressed:
B-0.357
because-0.228
l-0.222
భి-0.208
あくまで-0.208