The attic air felt thick, each breath an effort. The room, usually filled with the comforting smell of old wood, now felt suffocating. He felt as if he could barely stand.

A photo. His grandfather, the man who’d told a story of hard work, standing proudly with a group of men, each of them holding a weapon. The story he had heard was one of sacrifice, of a life spent in the service of others.

He sat on the floor, the world tilting slightly. Everything seemed wrong. He put the box away. He was finished.

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