The aroma of freshly brewed coffee, usually a source of comfort, now only seemed to amplify the restlessness that gnawed at David. He sat at the kitchen table, listlessly stirring his mug. He felt as though he were wading through thick mud. Every action, every thought required immense effort.

He knew exactly where his journal was supposed to be: safely hidden under his mattress. But it wasn't. His roommate, Michael, was humming to himself, unusually cheerful. He avoided eye contact, and his behavior just seemed… off. The sense of violation was a dull, throbbing ache. He felt exposed, vulnerable, and the prospect of a confrontation was beyond him.

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