The flickering neon sign of the all-night diner seemed to mock Elias as he trudged past. His shoulders were slumped, each step a monumental effort. He hadn’t slept properly in days, the incessant worries clinging to him like a second skin. He found the wallet nestled against a overflowing bin, its leather cracked and aged. It was heavy, a promise of something he couldn't quite fathom. He pulled it open, a thick wad of cash spilling onto the grimy pavement. He just sighed, the weight of the responsibility settling heavily in his chest.

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