He’d barely slept. The ceiling fan spun overhead, a rhythmic, hypnotic torture device, the blades each a heavy weight. He finally succumbed to its soporific suggestions at 4 a.m. His eyelids felt cemented shut. He fumbled for his glasses, the world blurring into focus. The sun had already risen, but it offered him no mercy.

He went outside to start his car, to get to his miserable job. Only, it wasn't there. A sinking feeling began in his stomach. A chill crawled up his spine, despite the summer heat. He ran his hand through his already unruly hair, a gesture of disbelief and defeat. Why?

He kicked at a pebble on the driveway, the sound echoing in the sudden quiet of his morning. A note. He saw it then, tucked under the windshield wiper.

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