The coffee shop buzzed with a morning rush, but Arthur was deaf to the chatter. He slumped onto a stool at the counter, the weight of his briefcase heavy on his lap. He felt heavy everywhere. He hadn't been sleeping well. The barista, a young woman with a kind face, placed his usual order in front of him. He looked blankly at the dark liquid.

He'd been tagged in a post on social media. A link. A biography of his life, complete with an unflattering caricature as the accompanying illustration. He took a tentative sip, the bitterness of the coffee doing nothing to rouse him. He couldn’t bring himself to click the link. He felt paralyzed, unable to face the scrutiny.

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