He pushed open the heavy door, the sound of the bell a hollow chime in the near-empty space. David felt a bone-deep ache, a fatigue that permeated his very core. The past few weeks had been a relentless torrent of difficulties, leaving him drained and hollow.

He wandered through the aisles, his gaze unfocused. He stopped, drawn to a flash of light. In a dusty display case, he saw it. The ring. The exquisite design and the singular stone, it was unmistakable. His grandmother’s engagement ring. A wave of something… unfamiliar, but intense washed over him. He felt hollowed out, but something in him reached towards it.

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