Dust motes danced in the lone ray of sunlight slicing through the attic window. Sarah dragged a hand across her forehead, smudging the grime of weeks spent neglecting herself. Her brother, David, was already there, meticulously cataloging the dusty relics of their grandfather’s life. "Anything interesting?" she mumbled, her voice thick with disuse.

David didn't look up, too absorbed in a leather-bound book. “Just the usual – old bills, some letters… Seems Grandpa was quite the… collector of mundane things.” He gestured with a dismissive flick of the wrist.

Sarah stumbled upon a small, wooden box tucked away in a shadowed corner. Inside, nestled on faded velvet, was a silver locket. She lifted it, feeling the chill metal against her skin. It opened with a click, revealing a miniature portrait of a woman she didn’t recognize, and a tiny, handwritten note. It read, "My dearest Evelyn, Always." A strange, insistent ache throbbed in her 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