He stared at the photograph, the paper thin and brittle in his trembling hand. He’d promised himself he’d finish the sorting tonight, but his bones ached and his spirit felt crushed. The attic felt like a tomb.

The image depicted his uncle, the quiet, scholarly man, laughing raucously, a cigarette dangling from his lips, surrounded by a group of women. He’d always been told of his uncle's shyness and gentle nature. He had a reputation for being an introvert.

He dropped the picture, the sound echoing in the stillness. A feeling of dread settled in his chest.

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