Sarah slumped onto the threadbare couch, the springs groaning in protest. The cheap apartment was dim, the blinds perpetually drawn against the harsh sunlight that seemed to mock her. A half-eaten container of instant noodles sat on the chipped coffee table, a testament to her skipped dinner the night before. She scrolled through her emails, a dull ache pulsing behind her eyes. Then, she saw it: a notification from the online magazine she’d been desperately trying to break into. Not the acceptance she hoped for. The editor's email thanked her for her contribution, but also mentioned a publishing error: her article, the one she'd poured her heart into, had been published under the name of a senior staff writer. Her fingers went numb.

She stared blankly at the screen, a heavy weight settling in her chest. The injustice of it all throbbed, a dull echo of the exhaustion that clung to her like a second skin.

A wave of nausea washed over her. She pushed herself upright, the effort requiring a conscious decision. This was just another setback. Another brick wall. Another reason to surrender.

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