The noise of the city crashed around him, a relentless assault on his senses. Exhaustion clung to him like a second skin, a constant companion. He needed an escape, even for a moment. He’d stumbled into the used bookstore, seeking refuge.

He reached for a book on philosophy, hoping to find some solace. A small, pressed leaf fell from the pages, accompanied by a tiny slip of paper.

On it was written, in delicate script, “Find your center.” He looked at the leaf, running a finger over its fragile texture. The words resonated within him, a quiet call to rest and reflect.

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