"Just…leave it," Amelia sighed, the words barely audible. The stack of unopened mail on the kitchen counter felt like a physical burden. She sat at the table, running a hand through her tangled hair. Light from the open window slanted across the room, illuminating dust motes dancing in the air.

She picked up the letter, a faded envelope bearing a childish drawing. It was addressed to her sister, written during their childhood. The childish script detailed a secret, a wish for a new doll. It brought back a time of innocence, a time when her worries weren't so dense and crushing. Amelia felt the sting of tears. She had lost so much and sacrificed even more. It was a bitter, confusing feeling.

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