The chipped mug warmed Amelia's hands, but it did little to chase away the chill that had settled deep inside her bones. Another day, another stack of invoices threatening to topple over. Sighing, she finally reached for the mail, a task she usually postponed until the absolute last minute. Bills, mostly. Junk. Then, a thick envelope, handwritten. Strange. It bore a postmark from her hometown, a place she hadn’t thought about in years. Her stomach clenched. Inside, a letter penned in a familiar, shaky hand. The words, when she finally deciphered them, hit like a physical blow, dragging her back to a time she’d tried so desperately to forget.

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