David rubbed his temples, the muscles screaming in protest. The incessant demands of his job had ground him down. He barely slept, existing on a diet of coffee and frustration. The constant noise of the open-plan office made him want to scream.

He stared blankly at a spreadsheet, numbers blurring before his eyes. He wished he could just shut down, go somewhere quiet, and not have to think.

"Remember that time we had to climb the rock wall at Camp Clearwater?" Sarah suddenly chirped, interrupting his internal monologue. She looked excited. David raised a weary eyebrow. “Camp Clearwater? Is that where you said you went?”

He felt a vague flicker of something in the back of his mind, a forgotten image of a counselor with a whistle, the taste of burnt marshmallows. "Yeah," he replied, his tone flat. "I remember the rock wall." He wanted nothing more than to crawl back into his cubicle.

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