A chill settled in Clara's bones, a constant companion these days. The late afternoon sun cast long shadows across the living room, highlighting the dust motes dancing in the air. She sank onto the sofa, the cushions offering little comfort. Her fingers, usually nimble, felt thick and sluggish as she reached for the remote. Liam, her husband, was always the first to reach for the coffee.

She found a notebook tucked beneath the sofa cushions. Its cover was plain, almost apologetic. She opened it and a pang of dread hit her stomach. Scribbled across the first page was the rough outline of a story, a story that used her name for the main character. The character grappled with a chronic lack of energy, the same fight she'd been silently waging. The prose stung her with a familiar weariness, a mirror reflecting her own muted existence.

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
η–²γ‚Œ0.226
que0.221
sighed0.221
Suppressed:
B-0.357
because-0.228
l-0.222
ΰ°­ΰ°Ώ-0.208
あくまで-0.208