The humid air pressed down on Amelia as she shuffled through the yard sale. Each step felt like wading through thick mud, her legs heavy and unresponsive. All she wanted was to go home and collapse. Brightly colored plastic toys and chipped porcelain dolls blurred together. Then, tucked beneath a pile of mismatched teacups, she saw him. He was small, misshapen, one button eye dangling precariously. "Barnaby?" she whispered, the name a rusty sound in her throat.

The elderly woman running the sale smiled, her face a roadmap of wrinkles. "That one? Been sitting there for ages. Five dollars." Amelia reached for her wallet, her fingers clumsy and slow. Barnaby’s fur was matted, his once vibrant blue coat faded to a dull grey.

She clutched him to her chest, the familiar scent of old wood shavings and lavender flooding her senses. A strange, unexpected tightness constricted her chest. Maybe, just maybe, this purchase would bring a moment of peace.

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