The constant noise of the city grated on Elena's nerves, each honking horn and screeching siren chipping away at her resolve. She sank into the armchair, the worn fabric doing little to soothe her aching body. Mark was at the gym, the one place he still seemed to find genuine pleasure.

She found the notebook under his bed, a simple, unassuming thing. She picked it up, her fingers tracing the cover. Inside, she found a handwritten list. "Learn to play the guitar" it read. Mark, who couldn't even keep a houseplant alive.

“Write a book,” the list continued. "Sail around the world." Each entry was a punch to the gut. The person on the list wasn't the man she knew, the man who was always too tired. A bitter taste filled her mouth.

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